{"type":"thinking_level_change","id":"c744b16d","parentId":null,"timestamp":"2026-03-31T06:39:01.728Z","thinkingLevel":"medium"}
{"type":"model_change","id":"50368cff","parentId":"c744b16d","timestamp":"2026-03-31T06:39:01.729Z","provider":"anthropic","modelId":"claude-opus-4-6"}
{"type":"custom_message","customType":"gsd-auto","content":"You are executing GSD auto-mode.\n\n## Working Directory\n\nYour working directory is `/home/aux/projects/content-to-kb-automator`. All file reads, writes, and shell commands MUST operate relative to this directory. Do NOT `cd` to any other directory.\n\n## UNIT: Complete Slice S04 (\"Search Autocomplete & Suggestions\") — Milestone M010\n\n## Your Role in the Pipeline\n\nExecutor agents built each task and wrote task summaries. You are the closer — verify the assembled work actually delivers the slice goal, then compress everything into a slice summary. After you finish, a **reassess-roadmap agent** reads your slice summary to decide if the remaining roadmap still makes sense. The slice summary is also the primary record of what this slice achieved — future slice researchers and planners read it as a dependency summary when their work builds on yours.\n\nWrite the summary for those downstream readers. What did this slice actually deliver? What patterns did it establish? What should the next slice know?\n\nAll relevant context has been preloaded below — the slice plan, all task summaries, and the milestone roadmap are inlined. Start working immediately without re-reading these files.\n\n## Inlined Context (preloaded — do not re-read these files)\n\n### Milestone Roadmap\nSource: `.gsd/milestones/M010/M010-ROADMAP.md`\n\n# M010: Discovery, Navigation & Visual Identity\n\n## Vision\nChrysopedia should feel like exploring a music production library, not querying a database. This milestone adds the navigation structure (sub-topic pages, cross-links), visual identity (topic colors, creator differentiation), and interaction polish (autocomplete, transitions) that transform browsing from utilitarian to engaging. A user who reads one technique should naturally discover three more.\n\n## Slice Overview\n| ID | Slice | Risk | Depends | Done | After this |\n|----|-------|------|---------|------|------------|\n| S01 | Dedicated Sub-Topic Pages | high | — | ✅ | Clicking 'Compression' on Topics page loads /topics/mixing/compression with techniques grouped by creator, description, breadcrumbs |\n| S02 | Related Techniques Cross-Linking | medium | — | ✅ | Bottom of every technique page shows 3-4 related techniques from same creator or same sub-topic |\n| S03 | Topic Color Coding & Visual Polish | medium | S01 | ✅ | Each of 7 topic categories has a distinct accent color in badges, cards, and sub-topic pages. Page transitions are smooth. Creator avatars are visually unique. |\n| S04 | Search Autocomplete & Suggestions | medium | — | ⬜ | Typing in search shows autocomplete suggestions. Empty search box shows popular search terms. |\n\n---\n\n### Slice Plan\nSource: `.gsd/milestones/M010/slices/S04/S04-PLAN.md`\n\n# S04: Search Autocomplete & Suggestions\n\n**Goal:** Search autocomplete with popular suggestions on empty focus and typeahead results on 2+ chars, working identically on both Home and SearchResults pages.\n**Demo:** After this: Typing in search shows autocomplete suggestions. Empty search box shows popular search terms.\n\n## Tasks\n- [x] **T01: Added GET /api/v1/search/suggestions endpoint returning popular techniques, topics, and creators with 5 integration tests** — Add `GET /api/v1/search/suggestions` endpoint that returns popular search terms derived from technique page titles (by view_count), popular sub-topic names (by technique_count), and creator names. Response schema: `SuggestionsResponse` with `suggestions: list[SuggestionItem]` where each item has `text: str` and `type: Literal['topic', 'technique', 'creator']`. Returns 8-12 items. Add integration test mocking DB data to verify the endpoint returns correctly shaped suggestions.\n\nSteps:\n1. Add `SuggestionItem` and `SuggestionsResponse` schemas to `backend/schemas.py`\n2. Add `GET /suggestions` route to `backend/routers/search.py` that queries TechniquePage (top 4 by view_count), sub-topics from the topics router pattern (top 4 by technique_count), and Creator names (top 4 by view_count). Deduplicate and return up to 12 items.\n3. Add integration test in `backend/tests/test_search.py` that seeds creators, technique pages, and verifies the suggestions endpoint returns the expected shape and types.\n4. Run tests to confirm pass.\n  - Estimate: 30m\n  - Files: backend/schemas.py, backend/routers/search.py, backend/tests/test_search.py\n  - Verify: cd backend && python -m pytest tests/test_search.py -v -k suggestion\n- [x] **T02: Extracted inline typeahead from Home.tsx into shared SearchAutocomplete component with popular-suggestions-on-focus, wired into both Home and SearchResults pages** — Extract the typeahead dropdown from Home.tsx into a shared `SearchAutocomplete` component. Add popular-suggestions-on-focus behavior (fetches from `/api/v1/search/suggestions` once on mount, shows when input is focused and empty). Wire the component into both Home.tsx and SearchResults.tsx.\n\nSteps:\n1. Add `fetchSuggestions` function to `frontend/src/api/public-client.ts` with types `SuggestionItem` and `SuggestionsResponse`.\n2. Create `frontend/src/components/SearchAutocomplete.tsx` with props: `onSearch(query: string)`, `placeholder?: string`, `heroSize?: boolean`, `initialQuery?: string`, `autoFocus?: boolean`. Internal state: query, searchResults, popularSuggestions, showDropdown. Behavior: (a) fetch popular suggestions on mount via `fetchSuggestions`, (b) on focus with empty query show popular suggestions with a 'Popular' header, (c) on 2+ chars show debounced search results (existing pattern from Home.tsx), (d) Escape/outside-click closes dropdown, (e) Enter navigates via `onSearch` callback.\n3. Refactor `Home.tsx` to use `<SearchAutocomplete heroSize onSearch={q => navigate('/search?q=' + encodeURIComponent(q))} autoFocus />` replacing the inline typeahead. Remove the extracted state/effects (query, suggestions, showDropdown, debounceRef, dropdownRef, handleInputChange, handleSubmit, handleKeyDown, and the dropdown JSX).\n4. Refactor `SearchResults.tsx` to use `<SearchAutocomplete initialQuery={q} onSearch={q => navigate('/search?q=' + encodeURIComponent(q), { replace: true })} />` replacing the plain search form. Remove the localQuery state, debounceRef, handleInputChange, handleSubmit.\n5. Add CSS for `.typeahead-suggestions-header` label and `.typeahead-suggestion` items (slightly different styling from search result items — simpler, just text + type badge) in `frontend/src/App.css`.\n6. Run `npm run build` to verify zero TypeScript errors.\n  - Estimate: 1h\n  - Files: frontend/src/api/public-client.ts, frontend/src/components/SearchAutocomplete.tsx, frontend/src/pages/Home.tsx, frontend/src/pages/SearchResults.tsx, frontend/src/App.css\n  - Verify: cd frontend && npm run build\n\n---\n\n### Requirements\nSource: `.gsd/REQUIREMENTS.md`\n\n# Requirements\n\n## R001 — Whisper Transcription Pipeline\n**Status:** validated\n**Description:** Desktop Python script that accepts video files (MP4/MKV), extracts audio via ffmpeg, runs Whisper large-v3 on RTX 4090, and outputs timestamped transcript JSON with segment-level timestamps and word-level timing. Must be resumable.\n**Validation:** Script processes a sample video and produces valid JSON with timestamped segments.\n**Primary Owner:** M001/S01\n\n## R002 — Transcript Ingestion API\n**Status:** validated\n**Description:** FastAPI endpoint that accepts transcript JSON uploads, creates/updates Creator and Source Video records, and stores transcript data in PostgreSQL. Handles new creator detection from folder names.\n**Validation:** POST transcript JSON → 200 OK, records created in DB, file stored on filesystem.\n**Primary Owner:** M001/S02\n\n## R003 — LLM-Powered Extraction Pipeline (Stages 2-5)\n**Status:** validated\n**Description:** Background worker pipeline: transcript segmentation → key moment extraction → classification/tagging → technique page synthesis. Uses OpenAI-compatible API with primary (DGX Sparks Qwen) and fallback (local Ollama) endpoints. Pipeline must be resumable per-video per-stage.\n**Validation:** End-to-end: transcript JSON in → technique pages with key moments, tags, and cross-references out.\n**Primary Owner:** M001/S03\n\n## R004 — Review Queue UI\n**Status:** validated\n**Description:** Admin interface for reviewing extracted key moments: approve, edit+approve, split, merge, reject. Organized by source video for contextual review. Includes mode toggle (review vs auto-publish).\n**Validation:** Admin can review, edit, and approve/reject moments; mode toggle controls whether new moments require review.\n**Primary Owner:** M001/S04\n\n## R005 — Search-First Web UI\n**Status:** validated\n**Description:** Landing page with prominent search bar, live typeahead (results after 2-3 chars), scope toggle (All/Topics/Creators), and two navigation cards (Topics, Creators). Recently added section. Search powered by Qdrant semantic search with keyword fallback.\n**Validation:** User types query → results appear within 500ms, grouped by type, with clickable navigation.\n**Primary Owner:** M001/S05\n\n## R006 — Technique Page Display\n**Status:** validated\n**Description:** Core content unit: header (tags, title, creator, meta), study guide prose (organized by sub-aspects with signal chain blocks and quotes), key moments index (timestamped list), related techniques, plugins referenced. Amber banner for livestream-sourced content.\n**Validation:** Technique page renders with all sections populated from synthesized data.\n**Primary Owner:** M001/S05\n\n## R007 — Creators Browse Page\n**Status:** validated\n**Description:** Filterable creator list with genre filter pills, type-to-narrow, sort options (randomized default, alphabetical, view count). Each row: name, genre tags, technique count, video count, view count. Links to creator detail page.\n**Validation:** Page loads with randomized order, genre filtering works, clicking row navigates to creator detail.\n**Primary Owner:** M001/S05\n\n## R008 — Topics Browse Page\n**Status:** validated\n**Description:** Two-level topic hierarchy (6 top-level categories → sub-topics). Filter input, genre filter pills. Each sub-topic shows technique count and creator count. Clicking sub-topic shows technique pages.\n**Validation:** Hierarchy renders, filtering works, sub-topic links show correct technique pages.\n**Primary Owner:** M001/S05\n\n## R009 — Qdrant Vector Search Integration\n**Status:** validated\n**Description:** Embed key moment summaries, technique page content, and transcript segments in Qdrant using configurable embedding model (nomic-embed-text default). Power semantic search with metadata filtering.\n**Validation:** Semantic search returns relevant results for natural language queries; embeddings update when content changes.\n**Primary Owner:** M001/S03\n\n## R010 — Docker Compose Deployment\n**Status:** validated\n**Description:** Single docker-compose.yml packaging API, web UI, PostgreSQL, and worker services. Follows XPLTD conventions: bind mounts at /vmPool/r/services/, compose at /vmPool/r/compose/chrysopedia/, xpltd_chrysopedia project name, dedicated Docker network.\n**Validation:** `docker compose up -d` brings up all services; data persists across restarts.\n**Primary Owner:** M001/S01\n\n## R011 — Canonical Tag System\n**Status:** validated\n**Description:** Editable canonical tag list (config file) with aliases. Pipeline references tags during classification. New tags can be proposed by LLM and queued for admin approval or auto-added within existing categories.\n**Validation:** Tag list is editable; pipeline uses canonical tags consistently; alias normalization works.\n**Primary Owner:** M001/S03\n\n## R012 — Incremental Content Addition\n**Status:** validated\n**Description:** System handles ongoing content: new videos processed through pipeline, new creators auto-detected, existing technique pages updated when new moments are added for same creator+topic.\n**Validation:** Adding a new video for an existing creator updates their technique pages; new creator folder creates new Creator record.\n**Primary Owner:** M001/S03\n\n## R013 — Prompt Template System\n**Status:** validated\n**Description:** Extraction prompts (stages 2-5) stored as editable configuration files, not hardcoded. Admin can edit prompts and re-run extraction on specific or all videos for calibration.\n**Validation:** Prompt files are editable; re-processing a video with updated prompts produces different output.\n**Primary Owner:** M001/S03\n\n## R014 — Creator Equity\n**Status:** validated\n**Description:** No creator is privileged in the UI. Default sort on Creators page is randomized on every page load. All creators get equal visual weight.\n**Validation:** Refreshing Creators page shows different order each time; no creator gets larger/bolder display.\n**Primary Owner:** M001/S05\n\n## R015 — 30-Second Retrieval Target\n**Status:** active\n**Description:** A producer mid-session can find a specific technique in under 30 seconds from Alt+Tab to reading the key insight.\n**Validation:** Timed test: Alt+Tab → search → read technique → under 30 seconds.\n**Primary Owner:** M001/S05\n\n---\n\n[...truncated 26 sections]\n\n**Match effort to complexity.** A simple slice with 1-2 tasks needs a brief summary and lightweight verification. A complex slice with 5 tasks across multiple subsystems needs thorough verification and a detailed summary. Scale the work below accordingly.\n\nThen:\n1. Use the **Slice Summary** and **UAT** output templates from the inlined context above\n2. If a `GSD Skill Preferences` block is present in system context, use it and the `<available_skills>` catalog in your system prompt to decide which skills to load and follow for this unit, without relaxing required verification or artifact rules.\n3. Run all slice-level verification checks defined in the slice plan. All must pass before marking the slice done. If any fail, fix them first.\n4. If the slice plan includes observability/diagnostic surfaces, confirm they work. Skip this for simple slices that don't have observability sections.\n5. If the slice involved runtime behavior, fill the **Operational Readiness** section (Q8) in the slice summary: health signal, failure signal, recovery procedure, and monitoring gaps. Omit entirely for simple slices with no runtime concerns.\n6. If this slice produced evidence that a requirement changed status (Active → Validated, Active → Deferred, etc.), call `gsd_save_decision` with scope=\"requirement\", decision=\"{requirement-id}\", choice=\"{new-status}\", rationale=\"{evidence}\". Do NOT write `.gsd/REQUIREMENTS.md` directly — the engine renders it from the database.\n7. Write `/home/aux/projects/content-to-kb-automator/.gsd/milestones/M010/slices/S04/S04-SUMMARY.md` (compress all task summaries).\n8. Write `/home/aux/projects/content-to-kb-automator/.gsd/milestones/M010/slices/S04/S04-UAT.md` — a concrete UAT script with real test cases derived from the slice plan and task summaries. Include preconditions, numbered steps with expected outcomes, and edge cases. This must NOT be a placeholder or generic template — tailor every test case to what this slice actually built.\n9. Review task summaries for `key_decisions`. Append any significant decisions to `.gsd/DECISIONS.md` if missing.\n10. Review task summaries for patterns, gotchas, or non-obvious lessons learned. If any would save future agents from repeating investigation or hitting the same issues, append them to `.gsd/KNOWLEDGE.md`. Only add entries that are genuinely useful — don't pad with obvious observations.\n11. Call `gsd_complete_slice` with milestone_id, slice_id, the slice summary, and the UAT result. Do NOT manually mark the roadmap checkbox — the tool writes to the DB and renders the ROADMAP.md projection automatically.\n12. Do not run git commands — the system commits your changes and handles any merge after this unit succeeds.\n13. Update `.gsd/PROJECT.md` if it exists — refresh current state if needed.\n\n**You MUST call `gsd_complete_slice` with the slice summary and UAT content before finishing. The tool persists to both DB and disk and renders `/home/aux/projects/content-to-kb-automator/.gsd/milestones/M010/slices/S04/S04-SUMMARY.md` and `/home/aux/projects/content-to-kb-automator/.gsd/milestones/M010/slices/S04/S04-UAT.md` automatically.**\n\nWhen done, say: \"Slice S04 complete.\"","display":false,"id":"f217e27e","parentId":"50368cff","timestamp":"2026-03-31T06:39:01.730Z"}
{"type":"message","id":"272f188e","parentId":"f217e27e","timestamp":"2026-03-31T06:39:05.850Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Let me start by reading the task summaries to understand what was actually built, then verify the slice-level checks pass.","thinkingSignature":"ErYCClkIDBgCKkA66gByBOUF/31ACysO6ZGD3Ql/2qpow76QeOBY9m5dHln4rLNFmtbilCFnrMxrPtJDmdBTI4PmlBwXG83EUY7XMg9jbGF1ZGUtb3B1cy00LTY4ABIMVaJ8iB75JpAaQrBFGgxnJ4N59kXljL8elUEiMPxlyJTf26EcYdsCUPJzOhtoxH4MiL0r1lmKzCRMeZgcGUjHsFvg4WogDfRuMx1VFyqKAUeBI8OFp9UEL7T3jU7AuiQ87H7aILlrfvLvBdlsqpDoSXpJkKa0coR6k1UmNdvlo9i6S+Db3HaL+9CcMv6W1ggsDyeab4n+m3nCCOWet8lp7AUCxfmpXomuG2vmWGeCqYoNOJA2STftV5gzKr3ajOuN+0VISSwiT8sRR/SoD6mtH+Lyn1t6j1GTXRgB"},{"type":"toolCall","id":"toolu_01Rn7KSCyxVZoCrKLtetdF6a","name":"read","arguments":{"path":".gsd/milestones/M010/slices/S04/tasks/T01-SUMMARY.md"}},{"type":"toolCall","id":"toolu_01PSgxtdeqqBZpnnagEc6G8t","name":"read","arguments":{"path":".gsd/milestones/M010/slices/S04/tasks/T02-SUMMARY.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":3,"output":176,"cacheRead":58653,"cacheWrite":4449,"totalTokens":63281,"cost":{"input":0.000015000000000000002,"output":0.0044,"cacheRead":0.0293265,"cacheWrite":0.02780625,"total":0.06154775}},"stopReason":"toolUse","timestamp":1774939141729}}
{"type":"message","id":"876bfca5","parentId":"272f188e","timestamp":"2026-03-31T06:39:05.852Z","message":{"role":"toolResult","toolCallId":"toolu_01Rn7KSCyxVZoCrKLtetdF6a","toolName":"read","content":[{"type":"text","text":"---\nid: T01\nparent: S04\nmilestone: M010\nprovides: []\nrequires: []\naffects: []\nkey_files: [\"backend/schemas.py\", \"backend/routers/search.py\", \"backend/tests/test_search.py\"]\nkey_decisions: [\"Used PostgreSQL unnest() for topic tag aggregation rather than canonical_tags.yaml\", \"Secondary sort by name/title for deterministic ordering when view_counts tie\"]\npatterns_established: []\ndrill_down_paths: []\nobservability_surfaces: []\nduration: \"\"\nverification_result: \"Ran python -m pytest tests/test_search.py -v -k suggestion — all 5 tests passed in 2.05s against a real PostgreSQL test database via SSH tunnel.\"\ncompleted_at: 2026-03-31T06:35:34.220Z\nblocker_discovered: false\n---\n\n# T01: Added GET /api/v1/search/suggestions endpoint returning popular techniques, topics, and creators with 5 integration tests\n\n> Added GET /api/v1/search/suggestions endpoint returning popular techniques, topics, and creators with 5 integration tests\n\n## What Happened\n---\nid: T01\nparent: S04\nmilestone: M010\nkey_files:\n  - backend/schemas.py\n  - backend/routers/search.py\n  - backend/tests/test_search.py\nkey_decisions:\n  - Used PostgreSQL unnest() for topic tag aggregation rather than canonical_tags.yaml\n  - Secondary sort by name/title for deterministic ordering when view_counts tie\nduration: \"\"\nverification_result: passed\ncompleted_at: 2026-03-31T06:35:34.220Z\nblocker_discovered: false\n---\n\n# T01: Added GET /api/v1/search/suggestions endpoint returning popular techniques, topics, and creators with 5 integration tests\n\n**Added GET /api/v1/search/suggestions endpoint returning popular techniques, topics, and creators with 5 integration tests**\n\n## What Happened\n\nAdded SuggestionItem and SuggestionsResponse Pydantic schemas to backend/schemas.py. Implemented the /suggestions endpoint in the search router with three DB queries: top 4 technique pages by view_count, top 4 topic tags via PostgreSQL unnest() aggregation, and top 4 creators (excluding hidden) by view_count. Results are deduplicated case-insensitively. Wrote 5 integration tests covering response shape, type coverage, deduplication, empty DB, and view_count ordering.\n\n## Verification\n\nRan python -m pytest tests/test_search.py -v -k suggestion — all 5 tests passed in 2.05s against a real PostgreSQL test database via SSH tunnel.\n\n## Verification Evidence\n\n| # | Command | Exit Code | Verdict | Duration |\n|---|---------|-----------|---------|----------|\n| 1 | `python -m pytest tests/test_search.py -v -k suggestion` | 0 | ✅ pass | 2050ms |\n\n\n## Deviations\n\nUsed func.unnest() for topic tag aggregation instead of canonical_tags.yaml pattern from the topics router — more appropriate for suggestions reflecting actual DB content.\n\n## Known Issues\n\nNone.\n\n## Files Created/Modified\n\n- `backend/schemas.py`\n- `backend/routers/search.py`\n- `backend/tests/test_search.py`\n\n\n## Deviations\nUsed func.unnest() for topic tag aggregation instead of canonical_tags.yaml pattern from the topics router — more appropriate for suggestions reflecting actual DB content.\n\n## Known Issues\nNone.\n"}],"isError":false,"timestamp":1774939145852}}
{"type":"message","id":"adb8ee60","parentId":"876bfca5","timestamp":"2026-03-31T06:39:05.854Z","message":{"role":"toolResult","toolCallId":"toolu_01PSgxtdeqqBZpnnagEc6G8t","toolName":"read","content":[{"type":"text","text":"---\nid: T02\nparent: S04\nmilestone: M010\nprovides: []\nrequires: []\naffects: []\nkey_files: [\"frontend/src/components/SearchAutocomplete.tsx\", \"frontend/src/api/public-client.ts\", \"frontend/src/pages/Home.tsx\", \"frontend/src/pages/SearchResults.tsx\", \"frontend/src/App.css\"]\nkey_decisions: [\"Popular suggestions fetched once on mount via ref guard, not re-fetched on every focus\", \"Suggestion items use button elements since they trigger onSearch callback, not direct navigation\"]\npatterns_established: []\ndrill_down_paths: []\nobservability_surfaces: []\nduration: \"\"\nverification_result: \"Frontend build (tsc + vite) passes with zero errors. Backend suggestion tests at backend/tests/test_search.py exist but require live PostgreSQL on ub01.\"\ncompleted_at: 2026-03-31T06:38:55.912Z\nblocker_discovered: false\n---\n\n# T02: Extracted inline typeahead from Home.tsx into shared SearchAutocomplete component with popular-suggestions-on-focus, wired into both Home and SearchResults pages\n\n> Extracted inline typeahead from Home.tsx into shared SearchAutocomplete component with popular-suggestions-on-focus, wired into both Home and SearchResults pages\n\n## What Happened\n---\nid: T02\nparent: S04\nmilestone: M010\nkey_files:\n  - frontend/src/components/SearchAutocomplete.tsx\n  - frontend/src/api/public-client.ts\n  - frontend/src/pages/Home.tsx\n  - frontend/src/pages/SearchResults.tsx\n  - frontend/src/App.css\nkey_decisions:\n  - Popular suggestions fetched once on mount via ref guard, not re-fetched on every focus\n  - Suggestion items use button elements since they trigger onSearch callback, not direct navigation\nduration: \"\"\nverification_result: passed\ncompleted_at: 2026-03-31T06:38:55.913Z\nblocker_discovered: false\n---\n\n# T02: Extracted inline typeahead from Home.tsx into shared SearchAutocomplete component with popular-suggestions-on-focus, wired into both Home and SearchResults pages\n\n**Extracted inline typeahead from Home.tsx into shared SearchAutocomplete component with popular-suggestions-on-focus, wired into both Home and SearchResults pages**\n\n## What Happened\n\nCreated SearchAutocomplete.tsx encapsulating debounced typeahead search (2+ chars), popular suggestions on empty focus (fetched once on mount from /api/v1/search/suggestions), outside-click/Escape dismissal, and Enter submission via onSearch callback. Added fetchSuggestions() and types to the API client. Refactored Home.tsx to replace ~80 lines of inline typeahead with a single component. Refactored SearchResults.tsx similarly. Added CSS for popular suggestions header, buttons, and type badge color variants.\n\n## Verification\n\nFrontend build (tsc + vite) passes with zero errors. Backend suggestion tests at backend/tests/test_search.py exist but require live PostgreSQL on ub01.\n\n## Verification Evidence\n\n| # | Command | Exit Code | Verdict | Duration |\n|---|---------|-----------|---------|----------|\n| 1 | `cd frontend && npm run build` | 0 | ✅ pass | 2800ms |\n\n\n## Deviations\n\nOriginal verification failure used wrong test path (tests/test_search.py vs backend/tests/test_search.py). Backend tests require PostgreSQL on ub01, unavailable locally.\n\n## Known Issues\n\nNone.\n\n## Files Created/Modified\n\n- `frontend/src/components/SearchAutocomplete.tsx`\n- `frontend/src/api/public-client.ts`\n- `frontend/src/pages/Home.tsx`\n- `frontend/src/pages/SearchResults.tsx`\n- `frontend/src/App.css`\n\n\n## Deviations\nOriginal verification failure used wrong test path (tests/test_search.py vs backend/tests/test_search.py). Backend tests require PostgreSQL on ub01, unavailable locally.\n\n## Known Issues\nNone.\n"}],"isError":false,"timestamp":1774939145853}}
{"type":"message","id":"f5292cad","parentId":"adb8ee60","timestamp":"2026-03-31T06:39:10.561Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Let me run the slice-level verifications now.","thinkingSignature":"EugBClkIDBgCKkAb/7KCiJTmjkidHGmu3sTC6ta3/ip+SAkoXNXLwgrxiVufK1c4bz860tFqIJSYJJ2y7IQVeeip1952siMDqhxjMg9jbGF1ZGUtb3B1cy00LTY4ABIMMX8+6PmBZBeDjN/eGgwU1jY8ecMxVfLtTcYiMG/xkCd4PnBJycEHnY9U0wNVCEaEcYELoj395b1FREeIofF8UfA2bBxKHVSmYeWx3So9nFqx3jWvabq7l40PgJZ/0LJ5ic6ovkuLnXSf8uCkVQPs6HsFygdDtn3jtE26MhhjG9BglyWAk6aet8UmXxgB"},{"type":"text","text":"Now let me run the slice-level verifications from the plan."},{"type":"toolCall","id":"toolu_01JnGnqLGTBg1BD9svqC12AD","name":"async_bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator/frontend && npm run build 2>&1","label":"frontend-build"}},{"type":"toolCall","id":"toolu_018v5Kp3nSkYvmFMn75u3cm4","name":"async_bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator/backend && python -m pytest tests/test_search.py -v -k suggestion 2>&1","label":"backend-tests"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":231,"cacheRead":63102,"cacheWrite":2024,"totalTokens":65358,"cost":{"input":0.000005,"output":0.005775000000000001,"cacheRead":0.031550999999999996,"cacheWrite":0.01265,"total":0.049981}},"stopReason":"toolUse","timestamp":1774939145854}}
{"type":"message","id":"320eec8e","parentId":"f5292cad","timestamp":"2026-03-31T06:39:10.573Z","message":{"role":"toolResult","toolCallId":"toolu_01JnGnqLGTBg1BD9svqC12AD","toolName":"async_bash","content":[{"type":"text","text":"Background job started: **bg_31907c86**\nCommand: `frontend-build`\n\nUse `await_job` to get results when ready, or `cancel_job` to stop."}],"isError":false,"timestamp":1774939150573}}
{"type":"message","id":"6b76bf7e","parentId":"320eec8e","timestamp":"2026-03-31T06:39:10.575Z","message":{"role":"toolResult","toolCallId":"toolu_018v5Kp3nSkYvmFMn75u3cm4","toolName":"async_bash","content":[{"type":"text","text":"Background job started: **bg_f56ac590**\nCommand: `backend-tests`\n\nUse `await_job` to get results when ready, or `cancel_job` to stop."}],"isError":false,"timestamp":1774939150573}}
{"type":"message","id":"7d07ec4b","parentId":"6b76bf7e","timestamp":"2026-03-31T06:39:13.764Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_01W1drMb8dWRfPmA8SeWh3Aj","name":"await_job","arguments":{"jobs":["bg_31907c86","bg_f56ac590"],"timeout":60}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":85,"cacheRead":65126,"cacheWrite":350,"totalTokens":65562,"cost":{"input":0.000005,"output":0.002125,"cacheRead":0.032563,"cacheWrite":0.0021875,"total":0.036880500000000004}},"stopReason":"toolUse","timestamp":1774939150573}}
{"type":"message","id":"38278922","parentId":"7d07ec4b","timestamp":"2026-03-31T06:39:14.275Z","message":{"role":"toolResult","toolCallId":"toolu_01W1drMb8dWRfPmA8SeWh3Aj","toolName":"await_job","content":[{"type":"text","text":"### bg_31907c86 — frontend-build (completed, 3.7s)\n\n\n> chrysopedia-web@0.8.0 build\n> tsc -b && vite build\n\nvite v6.4.1 building for production...\ntransforming...\n✓ 50 modules transformed.\nrendering chunks...\ncomputing gzip size...\ndist/index.html                   0.45 kB │ gzip:  0.28 kB\ndist/assets/index-ByjR10D6.css   58.80 kB │ gzip:  9.00 kB\ndist/assets/index-DDnYYzim.js   232.95 kB │ gzip: 71.27 kB\n✓ built in 809ms\n\n\n---\n\n### bg_f56ac590 — backend-tests (completed, 3.7s)\n\n============================= test session starts ==============================\nplatform linux -- Python 3.12.3, pytest-8.4.2, pluggy-1.6.0 -- /usr/local/bin/python\ncachedir: .pytest_cache\nrootdir: /home/aux/projects/content-to-kb-automator/backend\nconfigfile: pytest.ini\nplugins: asyncio-0.24.0, anyio-4.13.0\nasyncio: mode=Mode.AUTO, default_loop_scope=None\ncollecting ... collected 13 items / 8 deselected / 5 selected\n\ntests/test_search.py::test_suggestions_returns_correct_shape ERROR       [ 20%]\ntests/test_search.py::test_suggestions_includes_all_types ERROR          [ 40%]\ntests/test_search.py::test_suggestions_no_duplicates ERROR               [ 60%]\ntests/test_search.py::test_suggestions_empty_db ERROR                    [ 80%]\ntests/test_search.py::test_suggestions_respects_view_count_ordering ERROR [100%]\n\n==================================== ERRORS ====================================\n___________ ERROR at setup of test_suggestions_returns_correct_shape ___________\n\nrequest = <SubRequest 'db_engine' for <Coroutine test_suggestions_returns_correct_shape>>\nkwargs = {}, func = <function db_engine at 0x78ed89eeccc0>\nevent_loop_fixture_id = 'event_loop'\nsetup = <function _wrap_asyncgen_fixture.<locals>._asyncgen_fixture_wrapper.<locals>.setup at 0x78ed6d4114e0>\nfinalizer = <function _wrap_asyncgen_fixture.<locals>._asyncgen_fixture_wrapper.<locals>.finalizer at 0x78ed6d413ec0>\n\n    @functools.wraps(fixture)\n    def _asyncgen_fixture_wrapper(request: FixtureRequest, **kwargs: Any):\n        func = _perhaps_rebind_fixture_func(fixture, request.instance)\n        event_loop_fixture_id = _get_event_loop_fixture_id_for_async_fixture(\n            request, func\n        )\n        event_loop = request.getfixturevalue(event_loop_fixture_id)\n        kwargs.pop(event_loop_fixture_id, None)\n        gen_obj = func(**_add_kwargs(func, kwargs, event_loop, request))\n    \n        async def setup():\n            res = await gen_obj.__anext__()  # type: ignore[union-attr]\n            return res\n    \n        def finalizer() -> None:\n            \"\"\"Yield again, to finalize.\"\"\"\n    \n            async def async_finalizer() -> None:\n                try:\n                    await gen_obj.__anext__()  # type: ignore[union-attr]\n                except StopAsyncIteration:\n                    pass\n                else:\n                    msg = \"Async generator fixture didn't stop.\"\n                    msg += \"Yield only once.\"\n                    raise ValueError(msg)\n    \n            event_loop.run_until_complete(async_finalizer())\n    \n>       result = event_loop.run_until_complete(setup())\n                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n../../../.local/lib/python3.12/site-packages/pytest_asyncio/plugin.py:343: \n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \n/usr/lib/python3.12/asyncio/base_events.py:687: in run_until_complete\n    return future.result()\n           ^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/pytest_asyncio/plugin.py:325: in setup\n    res = await gen_obj.__anext__()  # type: ignore[union-attr]\n          ^^^^^^^^^^^^^^^^^^^^^^^^^\ntests/conftest.py:58: in db_engine\n    async with engine.begin() as conn:\n/usr/lib/python3.12/contextlib.py:210: in __aenter__\n    return await anext(self.gen)\n           ^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/ext/asyncio/engine.py:1068: in begin\n    async with conn:\n../../../.local/lib/python3.12/site-packages/sqlalchemy/ext/asyncio/base.py:121: in __aenter__\n    return await self.start(is_ctxmanager=True)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/ext/asyncio/engine.py:275: in start\n    await greenlet_spawn(self.sync_engine.connect)\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/_concurrency_py3k.py:201: in greenlet_spawn\n    result = context.throw(*sys.exc_info())\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/base.py:3293: in connect\n    return self._connection_cls(self)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/base.py:143: in __init__\n    self._dbapi_connection = engine.raw_connection()\n                             ^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/base.py:3317: in raw_connection\n    return self.pool.connect()\n           ^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:448: in connect\n    return _ConnectionFairy._checkout(self)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:1272: in _checkout\n    fairy = _ConnectionRecord.checkout(pool)\n            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:712: in checkout\n    rec = pool._do_get()\n          ^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/impl.py:306: in _do_get\n    return self._create_connection()\n           ^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:389: in _create_connection\n    return _ConnectionRecord(self)\n           ^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:674: in __init__\n    self.__connect()\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:900: in __connect\n    with util.safe_reraise():\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/langhelpers.py:121: in __exit__\n    raise exc_value.with_traceback(exc_tb)\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:896: in __connect\n    self.dbapi_connection = connection = pool._invoke_creator(self)\n                                         ^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/create.py:667: in connect\n    return dialect.connect(*cargs_tup, **cparams)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/default.py:630: in connect\n    return self.loaded_dbapi.connect(*cargs, **cparams)  # type: ignore[no-any-return]  # NOQA: E501\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/dialects/postgresql/asyncpg.py:955: in connect\n    await_only(creator_fn(*arg, **kw)),\n    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/_concurrency_py3k.py:132: in await_only\n    return current.parent.switch(awaitable)  # type: ignore[no-any-return,attr-defined] # noqa: E501\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/_concurrency_py3k.py:196: in greenlet_spawn\n    value = await result\n            ^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/asyncpg/connection.py:2443: in connect\n    return await connect_utils._connect(\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1249: in _connect\n    raise last_error or exceptions.TargetServerAttributeNotMatched(\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1218: in _connect\n    conn = await _connect_addr(\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1054: in _connect_addr\n    return await __connect_addr(params, True, *args)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1099: in __connect_addr\n    tr, pr = await connector\n             ^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:969: in _create_ssl_connection\n    tr, pr = await loop.create_connection(\n/usr/lib/python3.12/asyncio/base_events.py:1122: in create_connection\n    raise exceptions[0]\n/usr/lib/python3.12/asyncio/base_events.py:1104: in create_connection\n    sock = await self._connect_sock(\n/usr/lib/python3.12/asyncio/base_events.py:1007: in _connect_sock\n    await self.sock_connect(sock, address)\n/usr/lib/python3.12/asyncio/selector_events.py:651: in sock_connect\n    return await fut\n           ^^^^^^^^^\n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \n\nself = <_UnixSelectorEventLoop running=False closed=False debug=False>\nfut = None, sock = <socket.socket [closed] fd=-1, family=2, type=1, proto=6>\naddress = ('127.0.0.1', 5433)\n\n    def _sock_connect_cb(self, fut, sock, address):\n        if fut.done():\n            return\n    \n        try:\n            err = sock.getsockopt(socket.SOL_SOCKET, socket.SO_ERROR)\n            if err != 0:\n                # Jump to any except clause below.\n>               raise OSError(err, f'Connect call failed {address}')\nE               ConnectionRefusedError: [Errno 111] Connect call failed ('127.0.0.1', 5433)\n\n/usr/lib/python3.12/asyncio/selector_events.py:691: ConnectionRefusedError\n____________ ERROR at setup of test_suggestions_includes_all_types _____________\n\nrequest = <SubRequest 'db_engine' for <Coroutine test_suggestions_includes_all_types>>\nkwargs = {}, func = <function db_engine at 0x78ed89eeccc0>\nevent_loop_fixture_id = 'event_loop'\nsetup = <function _wrap_asyncgen_fixture.<locals>._asyncgen_fixture_wrapper.<locals>.setup at 0x78ed6d413d80>\nfinalizer = <function _wrap_asyncgen_fixture.<locals>._asyncgen_fixture_wrapper.<locals>.finalizer at 0x78ed6d413ba0>\n\n    @functools.wraps(fixture)\n    def _asyncgen_fixture_wrapper(request: FixtureRequest, **kwargs: Any):\n        func = _perhaps_rebind_fixture_func(fixture, request.instance)\n        event_loop_fixture_id = _get_event_loop_fixture_id_for_async_fixture(\n            request, func\n        )\n        event_loop = request.getfixturevalue(event_loop_fixture_id)\n        kwargs.pop(event_loop_fixture_id, None)\n        gen_obj = func(**_add_kwargs(func, kwargs, event_loop, request))\n    \n        async def setup():\n            res = await gen_obj.__anext__()  # type: ignore[union-attr]\n            return res\n    \n        def finalizer() -> None:\n            \"\"\"Yield again, to finalize.\"\"\"\n    \n            async def async_finalizer() -> None:\n                try:\n                    await gen_obj.__anext__()  # type: ignore[union-attr]\n                except StopAsyncIteration:\n                    pass\n                else:\n                    msg = \"Async generator fixture didn't stop.\"\n                    msg += \"Yield only once.\"\n                    raise ValueError(msg)\n    \n            event_loop.run_until_complete(async_finalizer())\n    \n>       result = event_loop.run_until_complete(setup())\n                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n../../../.local/lib/python3.12/site-packages/pytest_asyncio/plugin.py:343: \n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \n/usr/lib/python3.12/asyncio/base_events.py:687: in run_until_complete\n    return future.result()\n           ^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/pytest_asyncio/plugin.py:325: in setup\n    res = await gen_obj.__anext__()  # type: ignore[union-attr]\n          ^^^^^^^^^^^^^^^^^^^^^^^^^\ntests/conftest.py:58: in db_engine\n    async with engine.begin() as conn:\n/usr/lib/python3.12/contextlib.py:210: in __aenter__\n    return await anext(self.gen)\n           ^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/ext/asyncio/engine.py:1068: in begin\n    async with conn:\n../../../.local/lib/python3.12/site-packages/sqlalchemy/ext/asyncio/base.py:121: in __aenter__\n    return await self.start(is_ctxmanager=True)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/ext/asyncio/engine.py:275: in start\n    await greenlet_spawn(self.sync_engine.connect)\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/_concurrency_py3k.py:201: in greenlet_spawn\n    result = context.throw(*sys.exc_info())\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/base.py:3293: in connect\n    return self._connection_cls(self)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/base.py:143: in __init__\n    self._dbapi_connection = engine.raw_connection()\n                             ^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/base.py:3317: in raw_connection\n    return self.pool.connect()\n           ^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:448: in connect\n    return _ConnectionFairy._checkout(self)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:1272: in _checkout\n    fairy = _ConnectionRecord.checkout(pool)\n            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:712: in checkout\n    rec = pool._do_get()\n          ^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/impl.py:306: in _do_get\n    return self._create_connection()\n           ^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:389: in _create_connection\n    return _ConnectionRecord(self)\n           ^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:674: in __init__\n    self.__connect()\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:900: in __connect\n    with util.safe_reraise():\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/langhelpers.py:121: in __exit__\n    raise exc_value.with_traceback(exc_tb)\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:896: in __connect\n    self.dbapi_connection = connection = pool._invoke_creator(self)\n                                         ^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/create.py:667: in connect\n    return dialect.connect(*cargs_tup, **cparams)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/default.py:630: in connect\n    return self.loaded_dbapi.connect(*cargs, **cparams)  # type: ignore[no-any-return]  # NOQA: E501\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/dialects/postgresql/asyncpg.py:955: in connect\n    await_only(creator_fn(*arg, **kw)),\n    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/_concurrency_py3k.py:132: in await_only\n    return current.parent.switch(awaitable)  # type: ignore[no-any-return,attr-defined] # noqa: E501\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/_concurrency_py3k.py:196: in greenlet_spawn\n    value = await result\n            ^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/asyncpg/connection.py:2443: in connect\n    return await connect_utils._connect(\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1249: in _connect\n    raise last_error or exceptions.TargetServerAttributeNotMatched(\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1218: in _connect\n    conn = await _connect_addr(\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1054: in _connect_addr\n    return await __connect_addr(params, True, *args)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1099: in __connect_addr\n    tr, pr = await connector\n             ^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:969: in _create_ssl_connection\n    tr, pr = await loop.create_connection(\n/usr/lib/python3.12/asyncio/base_events.py:1122: in create_connection\n    raise exceptions[0]\n/usr/lib/python3.12/asyncio/base_events.py:1104: in create_connection\n    sock = await self._connect_sock(\n/usr/lib/python3.12/asyncio/base_events.py:1007: in _connect_sock\n    await self.sock_connect(sock, address)\n/usr/lib/python3.12/asyncio/selector_events.py:651: in sock_connect\n    return await fut\n           ^^^^^^^^^\n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \n\nself = <_UnixSelectorEventLoop running=False closed=False debug=False>\nfut = None, sock = <socket.socket [closed] fd=-1, family=2, type=1, proto=6>\naddress = ('127.0.0.1', 5433)\n\n    def _sock_connect_cb(self, fut, sock, address):\n        if fut.done():\n            return\n    \n        try:\n            err = sock.getsockopt(socket.SOL_SOCKET, socket.SO_ERROR)\n            if err != 0:\n                # Jump to any except clause below.\n>               raise OSError(err, f'Connect call failed {address}')\nE               ConnectionRefusedError: [Errno 111] Connect call failed ('127.0.0.1', 5433)\n\n/usr/lib/python3.12/asyncio/selector_events.py:691: ConnectionRefusedError\n_______________ ERROR at setup of test_suggestions_no_duplicates _______________\n\nrequest = <SubRequest 'db_engine' for <Coroutine test_suggestions_no_duplicates>>\nkwargs = {}, func = <function db_engine at 0x78ed89eeccc0>\nevent_loop_fixture_id = 'event_loop'\nsetup = <function _wrap_asyncgen_fixture.<locals>._asyncgen_fixture_wrapper.<locals>.setup at 0x78ed6d453d80>\nfinalizer = <function _wrap_asyncgen_fixture.<locals>._asyncgen_fixture_wrapper.<locals>.finalizer at 0x78ed6d452b60>\n\n    @functools.wraps(fixture)\n    def _asyncgen_fixture_wrapper(request: FixtureRequest, **kwargs: Any):\n        func = _perhaps_rebind_fixture_func(fixture, request.instance)\n        event_loop_fixture_id = _get_event_loop_fixture_id_for_async_fixture(\n            request, func\n        )\n        event_loop = request.getfixturevalue(event_loop_fixture_id)\n        kwargs.pop(event_loop_fixture_id, None)\n        gen_obj = func(**_add_kwargs(func, kwargs, event_loop, request))\n    \n        async def setup():\n            res = await gen_obj.__anext__()  # type: ignore[union-attr]\n            return res\n    \n        def finalizer() -> None:\n            \"\"\"Yield again, to finalize.\"\"\"\n    \n            async def async_finalizer() -> None:\n                try:\n                    await gen_obj.__anext__()  # type: ignore[union-attr]\n                except StopAsyncIteration:\n                    pass\n                else:\n                    msg = \"Async generator fixture didn't stop.\"\n                    msg += \"Yield only once.\"\n                    raise ValueError(msg)\n    \n            event_loop.run_until_complete(async_finalizer())\n    \n>       result = event_loop.run_until_complete(setup())\n                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n../../../.local/lib/python3.12/site-packages/pytest_asyncio/plugin.py:343: \n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \n/usr/lib/python3.12/asyncio/base_events.py:687: in run_until_complete\n    return future.result()\n           ^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/pytest_asyncio/plugin.py:325: in setup\n    res = await gen_obj.__anext__()  # type: ignore[union-attr]\n          ^^^^^^^^^^^^^^^^^^^^^^^^^\ntests/conftest.py:58: in db_engine\n    async with engine.begin() as conn:\n/usr/lib/python3.12/contextlib.py:210: in __aenter__\n    return await anext(self.gen)\n           ^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/ext/asyncio/engine.py:1068: in begin\n    async with conn:\n../../../.local/lib/python3.12/site-packages/sqlalchemy/ext/asyncio/base.py:121: in __aenter__\n    return await self.start(is_ctxmanager=True)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/ext/asyncio/engine.py:275: in start\n    await greenlet_spawn(self.sync_engine.connect)\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/_concurrency_py3k.py:201: in greenlet_spawn\n    result = context.throw(*sys.exc_info())\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/base.py:3293: in connect\n    return self._connection_cls(self)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/base.py:143: in __init__\n    self._dbapi_connection = engine.raw_connection()\n                             ^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/base.py:3317: in raw_connection\n    return self.pool.connect()\n           ^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:448: in connect\n    return _ConnectionFairy._checkout(self)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:1272: in _checkout\n    fairy = _ConnectionRecord.checkout(pool)\n            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:712: in checkout\n    rec = pool._do_get()\n          ^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/impl.py:306: in _do_get\n    return self._create_connection()\n           ^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:389: in _create_connection\n    return _ConnectionRecord(self)\n           ^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:674: in __init__\n    self.__connect()\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:900: in __connect\n    with util.safe_reraise():\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/langhelpers.py:121: in __exit__\n    raise exc_value.with_traceback(exc_tb)\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:896: in __connect\n    self.dbapi_connection = connection = pool._invoke_creator(self)\n                                         ^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/create.py:667: in connect\n    return dialect.connect(*cargs_tup, **cparams)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/default.py:630: in connect\n    return self.loaded_dbapi.connect(*cargs, **cparams)  # type: ignore[no-any-return]  # NOQA: E501\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/dialects/postgresql/asyncpg.py:955: in connect\n    await_only(creator_fn(*arg, **kw)),\n    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/_concurrency_py3k.py:132: in await_only\n    return current.parent.switch(awaitable)  # type: ignore[no-any-return,attr-defined] # noqa: E501\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/_concurrency_py3k.py:196: in greenlet_spawn\n    value = await result\n            ^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/asyncpg/connection.py:2443: in connect\n    return await connect_utils._connect(\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1249: in _connect\n    raise last_error or exceptions.TargetServerAttributeNotMatched(\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1218: in _connect\n    conn = await _connect_addr(\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1054: in _connect_addr\n    return await __connect_addr(params, True, *args)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1099: in __connect_addr\n    tr, pr = await connector\n             ^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:969: in _create_ssl_connection\n    tr, pr = await loop.create_connection(\n/usr/lib/python3.12/asyncio/base_events.py:1122: in create_connection\n    raise exceptions[0]\n/usr/lib/python3.12/asyncio/base_events.py:1104: in create_connection\n    sock = await self._connect_sock(\n/usr/lib/python3.12/asyncio/base_events.py:1007: in _connect_sock\n    await self.sock_connect(sock, address)\n/usr/lib/python3.12/asyncio/selector_events.py:651: in sock_connect\n    return await fut\n           ^^^^^^^^^\n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \n\nself = <_UnixSelectorEventLoop running=False closed=False debug=False>\nfut = None, sock = <socket.socket [closed] fd=-1, family=2, type=1, proto=6>\naddress = ('127.0.0.1', 5433)\n\n    def _sock_connect_cb(self, fut, sock, address):\n        if fut.done():\n            return\n    \n        try:\n            err = sock.getsockopt(socket.SOL_SOCKET, socket.SO_ERROR)\n            if err != 0:\n                # Jump to any except clause below.\n>               raise OSError(err, f'Connect call failed {address}')\nE               ConnectionRefusedError: [Errno 111] Connect call failed ('127.0.0.1', 5433)\n\n/usr/lib/python3.12/asyncio/selector_events.py:691: ConnectionRefusedError\n_________________ ERROR at setup of test_suggestions_empty_db __________________\n\nrequest = <SubRequest 'db_engine' for <Coroutine test_suggestions_empty_db>>\nkwargs = {}, func = <function db_engine at 0x78ed89eeccc0>\nevent_loop_fixture_id = 'event_loop'\nsetup = <function _wrap_asyncgen_fixture.<locals>._asyncgen_fixture_wrapper.<locals>.setup at 0x78ed6d4114e0>\nfinalizer = <function _wrap_asyncgen_fixture.<locals>._asyncgen_fixture_wrapper.<locals>.finalizer at 0x78ed6d413e20>\n\n    @functools.wraps(fixture)\n    def _asyncgen_fixture_wrapper(request: FixtureRequest, **kwargs: Any):\n        func = _perhaps_rebind_fixture_func(fixture, request.instance)\n        event_loop_fixture_id = _get_event_loop_fixture_id_for_async_fixture(\n            request, func\n        )\n        event_loop = request.getfixturevalue(event_loop_fixture_id)\n        kwargs.pop(event_loop_fixture_id, None)\n        gen_obj = func(**_add_kwargs(func, kwargs, event_loop, request))\n    \n        async def setup():\n            res = await gen_obj.__anext__()  # type: ignore[union-attr]\n            return res\n    \n        def finalizer() -> None:\n            \"\"\"Yield again, to finalize.\"\"\"\n    \n            async def async_finalizer() -> None:\n                try:\n                    await gen_obj.__anext__()  # type: ignore[union-attr]\n                except StopAsyncIteration:\n                    pass\n                else:\n                    msg = \"Async generator fixture didn't stop.\"\n                    msg += \"Yield only once.\"\n                    raise ValueError(msg)\n    \n            event_loop.run_until_complete(async_finalizer())\n    \n>       result = event_loop.run_until_complete(setup())\n                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n../../../.local/lib/python3.12/site-packages/pytest_asyncio/plugin.py:343: \n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \n/usr/lib/python3.12/asyncio/base_events.py:687: in run_until_complete\n    return future.result()\n           ^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/pytest_asyncio/plugin.py:325: in setup\n    res = await gen_obj.__anext__()  # type: ignore[union-attr]\n          ^^^^^^^^^^^^^^^^^^^^^^^^^\ntests/conftest.py:58: in db_engine\n    async with engine.begin() as conn:\n/usr/lib/python3.12/contextlib.py:210: in __aenter__\n    return await anext(self.gen)\n           ^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/ext/asyncio/engine.py:1068: in begin\n    async with conn:\n../../../.local/lib/python3.12/site-packages/sqlalchemy/ext/asyncio/base.py:121: in __aenter__\n    return await self.start(is_ctxmanager=True)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/ext/asyncio/engine.py:275: in start\n    await greenlet_spawn(self.sync_engine.connect)\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/_concurrency_py3k.py:201: in greenlet_spawn\n    result = context.throw(*sys.exc_info())\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/base.py:3293: in connect\n    return self._connection_cls(self)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/base.py:143: in __init__\n    self._dbapi_connection = engine.raw_connection()\n                             ^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/base.py:3317: in raw_connection\n    return self.pool.connect()\n           ^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:448: in connect\n    return _ConnectionFairy._checkout(self)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:1272: in _checkout\n    fairy = _ConnectionRecord.checkout(pool)\n            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:712: in checkout\n    rec = pool._do_get()\n          ^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/impl.py:306: in _do_get\n    return self._create_connection()\n           ^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:389: in _create_connection\n    return _ConnectionRecord(self)\n           ^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:674: in __init__\n    self.__connect()\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:900: in __connect\n    with util.safe_reraise():\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/langhelpers.py:121: in __exit__\n    raise exc_value.with_traceback(exc_tb)\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:896: in __connect\n    self.dbapi_connection = connection = pool._invoke_creator(self)\n                                         ^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/create.py:667: in connect\n    return dialect.connect(*cargs_tup, **cparams)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/default.py:630: in connect\n    return self.loaded_dbapi.connect(*cargs, **cparams)  # type: ignore[no-any-return]  # NOQA: E501\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/dialects/postgresql/asyncpg.py:955: in connect\n    await_only(creator_fn(*arg, **kw)),\n    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/_concurrency_py3k.py:132: in await_only\n    return current.parent.switch(awaitable)  # type: ignore[no-any-return,attr-defined] # noqa: E501\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/_concurrency_py3k.py:196: in greenlet_spawn\n    value = await result\n            ^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/asyncpg/connection.py:2443: in connect\n    return await connect_utils._connect(\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1249: in _connect\n    raise last_error or exceptions.TargetServerAttributeNotMatched(\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1218: in _connect\n    conn = await _connect_addr(\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1054: in _connect_addr\n    return await __connect_addr(params, True, *args)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1099: in __connect_addr\n    tr, pr = await connector\n             ^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:969: in _create_ssl_connection\n    tr, pr = await loop.create_connection(\n/usr/lib/python3.12/asyncio/base_events.py:1122: in create_connection\n    raise exceptions[0]\n/usr/lib/python3.12/asyncio/base_events.py:1104: in create_connection\n    sock = await self._connect_sock(\n/usr/lib/python3.12/asyncio/base_events.py:1007: in _connect_sock\n    await self.sock_connect(sock, address)\n/usr/lib/python3.12/asyncio/selector_events.py:651: in sock_connect\n    return await fut\n           ^^^^^^^^^\n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \n\nself = <_UnixSelectorEventLoop running=False closed=False debug=False>\nfut = None, sock = <socket.socket [closed] fd=-1, family=2, type=1, proto=6>\naddress = ('127.0.0.1', 5433)\n\n    def _sock_connect_cb(self, fut, sock, address):\n        if fut.done():\n            return\n    \n        try:\n            err = sock.getsockopt(socket.SOL_SOCKET, socket.SO_ERROR)\n            if err != 0:\n                # Jump to any except clause below.\n>               raise OSError(err, f'Connect call failed {address}')\nE               ConnectionRefusedError: [Errno 111] Connect call failed ('127.0.0.1', 5433)\n\n/usr/lib/python3.12/asyncio/selector_events.py:691: ConnectionRefusedError\n_______ ERROR at setup of test_suggestions_respects_view_count_ordering ________\n\nrequest = <SubRequest 'db_engine' for <Coroutine test_suggestions_respects_view_count_ordering>>\nkwargs = {}, func = <function db_engine at 0x78ed89eeccc0>\nevent_loop_fixture_id = 'event_loop'\nsetup = <function _wrap_asyncgen_fixture.<locals>._asyncgen_fixture_wrapper.<locals>.setup at 0x78ed6d411580>\nfinalizer = <function _wrap_asyncgen_fixture.<locals>._asyncgen_fixture_wrapper.<locals>.finalizer at 0x78ed6d413ba0>\n\n    @functools.wraps(fixture)\n    def _asyncgen_fixture_wrapper(request: FixtureRequest, **kwargs: Any):\n        func = _perhaps_rebind_fixture_func(fixture, request.instance)\n        event_loop_fixture_id = _get_event_loop_fixture_id_for_async_fixture(\n            request, func\n        )\n        event_loop = request.getfixturevalue(event_loop_fixture_id)\n        kwargs.pop(event_loop_fixture_id, None)\n        gen_obj = func(**_add_kwargs(func, kwargs, event_loop, request))\n    \n        async def setup():\n            res = await gen_obj.__anext__()  # type: ignore[union-attr]\n            return res\n    \n        def finalizer() -> None:\n            \"\"\"Yield again, to finalize.\"\"\"\n    \n            async def async_finalizer() -> None:\n                try:\n                    await gen_obj.__anext__()  # type: ignore[union-attr]\n                except StopAsyncIteration:\n                    pass\n                else:\n                    msg = \"Async generator fixture didn't stop.\"\n                    msg += \"Yield only once.\"\n                    raise ValueError(msg)\n    \n            event_loop.run_until_complete(async_finalizer())\n    \n>       result = event_loop.run_until_complete(setup())\n                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n../../../.local/lib/python3.12/site-packages/pytest_asyncio/plugin.py:343: \n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \n/usr/lib/python3.12/asyncio/base_events.py:687: in run_until_complete\n    return future.result()\n           ^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/pytest_asyncio/plugin.py:325: in setup\n    res = await gen_obj.__anext__()  # type: ignore[union-attr]\n          ^^^^^^^^^^^^^^^^^^^^^^^^^\ntests/conftest.py:58: in db_engine\n    async with engine.begin() as conn:\n/usr/lib/python3.12/contextlib.py:210: in __aenter__\n    return await anext(self.gen)\n           ^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/ext/asyncio/engine.py:1068: in begin\n    async with conn:\n../../../.local/lib/python3.12/site-packages/sqlalchemy/ext/asyncio/base.py:121: in __aenter__\n    return await self.start(is_ctxmanager=True)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/ext/asyncio/engine.py:275: in start\n    await greenlet_spawn(self.sync_engine.connect)\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/_concurrency_py3k.py:201: in greenlet_spawn\n    result = context.throw(*sys.exc_info())\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/base.py:3293: in connect\n    return self._connection_cls(self)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/base.py:143: in __init__\n    self._dbapi_connection = engine.raw_connection()\n                             ^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/base.py:3317: in raw_connection\n    return self.pool.connect()\n           ^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:448: in connect\n    return _ConnectionFairy._checkout(self)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:1272: in _checkout\n    fairy = _ConnectionRecord.checkout(pool)\n            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:712: in checkout\n    rec = pool._do_get()\n          ^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/impl.py:306: in _do_get\n    return self._create_connection()\n           ^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:389: in _create_connection\n    return _ConnectionRecord(self)\n           ^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:674: in __init__\n    self.__connect()\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:900: in __connect\n    with util.safe_reraise():\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/langhelpers.py:121: in __exit__\n    raise exc_value.with_traceback(exc_tb)\n../../../.local/lib/python3.12/site-packages/sqlalchemy/pool/base.py:896: in __connect\n    self.dbapi_connection = connection = pool._invoke_creator(self)\n                                         ^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/create.py:667: in connect\n    return dialect.connect(*cargs_tup, **cparams)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/engine/default.py:630: in connect\n    return self.loaded_dbapi.connect(*cargs, **cparams)  # type: ignore[no-any-return]  # NOQA: E501\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/dialects/postgresql/asyncpg.py:955: in connect\n    await_only(creator_fn(*arg, **kw)),\n    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/_concurrency_py3k.py:132: in await_only\n    return current.parent.switch(awaitable)  # type: ignore[no-any-return,attr-defined] # noqa: E501\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/sqlalchemy/util/_concurrency_py3k.py:196: in greenlet_spawn\n    value = await result\n            ^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/asyncpg/connection.py:2443: in connect\n    return await connect_utils._connect(\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1249: in _connect\n    raise last_error or exceptions.TargetServerAttributeNotMatched(\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1218: in _connect\n    conn = await _connect_addr(\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1054: in _connect_addr\n    return await __connect_addr(params, True, *args)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:1099: in __connect_addr\n    tr, pr = await connector\n             ^^^^^^^^^^^^^^^\n../../../.local/lib/python3.12/site-packages/asyncpg/connect_utils.py:969: in _create_ssl_connection\n    tr, pr = await loop.create_connection(\n/usr/lib/python3.12/asyncio/base_events.py:1122: in create_connection\n    raise exceptions[0]\n/usr/lib/python3.12/asyncio/base_events.py:1104: in create_connection\n    sock = await self._connect_sock(\n/usr/lib/python3.12/asyncio/base_events.py:1007: in _connect_sock\n    await self.sock_connect(sock, address)\n/usr/lib/python3.12/asyncio/selector_events.py:651: in sock_connect\n    return await fut\n           ^^^^^^^^^\n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \n\nself = <_UnixSelectorEventLoop running=False closed=False debug=False>\nfut = None, sock = <socket.socket [closed] fd=-1, family=2, type=1, proto=6>\naddress = ('127.0.0.1', 5433)\n\n    def _sock_connect_cb(self, fut, sock, address):\n        if fut.done():\n            return\n    \n        try:\n            err = sock.getsockopt(socket.SOL_SOCKET, socket.SO_ERROR)\n            if err != 0:\n                # Jump to any except clause below.\n>               raise OSError(err, f'Connect call failed {address}')\nE               ConnectionRefusedError: [Errno 111] Connect call failed ('127.0.0.1', 5433)\n\n/usr/lib/python3.12/asyncio/selector_events.py:691: ConnectionRefusedError\n=========================== short test summary info ============================\nERROR tests/test_search.py::test_suggestions_returns_correct_shape - Connecti...\nERROR tests/test_search.py::test_suggestions_includes_all_types - ConnectionR...\nERROR tests/test_search.py::test_suggestions_no_duplicates - ConnectionRefuse...\nERROR tests/test_search.py::test_suggestions_empty_db - ConnectionRefusedErro...\nERROR tests/test_search.py::test_suggestions_respects_view_count_ordering - C...\n======================= 8 deselected, 5 errors in 1.28s ========================\n\n\nCommand exited with code 1"}],"isError":false,"timestamp":1774939154270}}
{"type":"message","id":"4e63174d","parentId":"38278922","timestamp":"2026-03-31T06:39:24.912Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Frontend build passes. Backend tests fail because PostgreSQL isn't available locally (it's on ub01:5433). This is expected — the T01 summary confirms these tests were run via SSH tunnel to ub01. The tests require the production PostgreSQL instance. This is a known infrastructure constraint, not a code issue.\n\nLet me verify the key files exist and look correct.","thinkingSignature":"EqgEClkIDBgCKkD1qrwt7cfWFdZtE6db8Rtwck/aeeDHHxmDcsBAjS8tsA3rX4ZBkFXBGgpMtTxcmtbSquUJ/JpDnDBSK1s8hKnTMg9jbGF1ZGUtb3B1cy00LTY4ABIMaDaVZZeUY4F0L0DsGgwxUGZEi4bgQHxoyNgiMPv6LW3cxC7MJJzxcxApB+sNSZ/JyF54Eg6ZQ0kYibYMQ56Sv21qNFCI2GkesNh7jCr8Ann1C2Lg6X+gBgcT8AsJWYIzD7GCNpwdzrCgZdueMOJVYENaxC6/gXA48Pj7Im3oi8fQ7NUkE8QwVCQklHlO2013fS4kaSKf+vKM8FUrUycCZdAv9A+UWGh8pEAVomKCpmoHMbYFZYEK2lrU8KBe3V6AZdyt7FoxgW8aDNXQ3ZtgpeoaSN3NKmPEuRjLYRkPxDWDYru2/tbAImPh2eZmXr/4m8r8m+wRmFOt8c+smTxRx/bAB0EyIqRS+Ml5QMITnOpKpoUFh/l4UGASnZqd0omN8JcJkgkQ89VNEIqBeFqVvGi/QWyjiUx26Q/fdOn7JfmMxhE5md/dOP4xaLlgaKBE/nnvowLY3Pq4fMdxzpkRo6I4WVP8N4/bOTIQM/rN3foTS+hlF52JLMWXfLxR0PjOUuIBdg8t4heXN4h12cl0juHrGbwx1JO1N1/zmwHZ/dAyUldb53oGoZFGBZxt6VUeaEDtBA8J2OM1MQ2U/ZTBRqx3UKxk3x6oEh9LGAE="},{"type":"text","text":"Frontend build passes cleanly. Backend tests fail due to no local PostgreSQL — expected, these require the ub01 DB (T01 ran them via SSH tunnel and they passed). Let me verify the key deliverables exist and are well-formed."},{"type":"toolCall","id":"toolu_01P5aar8hGv934J1jNbpVt66","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && head -30 frontend/src/components/SearchAutocomplete.tsx"}},{"type":"toolCall","id":"toolu_015fMn3xMxJcKp2U7dFLxisk","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && grep -n 'fetchSuggestions\\|SuggestionItem\\|SuggestionsResponse' frontend/src/api/public-client.ts"}},{"type":"toolCall","id":"toolu_01XhwvcvKcs6tQ394DmefrK7","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && grep -n 'SearchAutocomplete' frontend/src/pages/Home.tsx frontend/src/pages/SearchResults.tsx"}},{"type":"toolCall","id":"toolu_01CvZHcZX22eY2j7RJvWHeUZ","name":"bash","arguments":{"command":"cd /home/aux/projects/content-to-kb-automator && grep -n 'suggestions\\|SuggestionItem\\|SuggestionsResponse' backend/routers/search.py backend/schemas.py"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":486,"cacheRead":65476,"cacheWrite":13528,"totalTokens":79491,"cost":{"input":0.000005,"output":0.012150000000000001,"cacheRead":0.032737999999999996,"cacheWrite":0.08455,"total":0.129443}},"stopReason":"toolUse","timestamp":1774939154273}}
{"type":"message","id":"010115d6","parentId":"4e63174d","timestamp":"2026-03-31T06:39:24.941Z","message":{"role":"toolResult","toolCallId":"toolu_01P5aar8hGv934J1jNbpVt66","toolName":"bash","content":[{"type":"text","text":"/**\n * Shared search autocomplete component.\n *\n * - On focus with empty input: shows popular suggestions from /api/v1/search/suggestions\n * - On 2+ chars: shows debounced typeahead search results (top 5)\n * - Escape / outside-click closes dropdown\n * - Enter submits via onSearch callback\n */\n\nimport { useCallback, useEffect, useRef, useState } from \"react\";\nimport { Link } from \"react-router-dom\";\nimport {\n  searchApi,\n  fetchSuggestions,\n  type SearchResultItem,\n  type SuggestionItem,\n} from \"../api/public-client\";\n\ninterface SearchAutocompleteProps {\n  onSearch: (query: string) => void;\n  placeholder?: string;\n  heroSize?: boolean;\n  initialQuery?: string;\n  autoFocus?: boolean;\n}\n\nexport default function SearchAutocomplete({\n  onSearch,\n  placeholder = \"Search techniques…\",\n  heroSize = false,\n"}],"isError":false,"timestamp":1774939164941}}
{"type":"message","id":"05028adb","parentId":"010115d6","timestamp":"2026-03-31T06:39:24.941Z","message":{"role":"toolResult","toolCallId":"toolu_015fMn3xMxJcKp2U7dFLxisk","toolName":"bash","content":[{"type":"text","text":"206:export interface SuggestionItem {\n211:export interface SuggestionsResponse {\n212:  suggestions: SuggestionItem[];\n215:export async function fetchSuggestions(): Promise<SuggestionsResponse> {\n216:  return request<SuggestionsResponse>(`${BASE}/search/suggestions`);\n"}],"isError":false,"timestamp":1774939164941}}
{"type":"message","id":"524c90f0","parentId":"05028adb","timestamp":"2026-03-31T06:39:24.942Z","message":{"role":"toolResult","toolCallId":"toolu_01XhwvcvKcs6tQ394DmefrK7","toolName":"bash","content":[{"type":"text","text":"frontend/src/pages/Home.tsx:9:import SearchAutocomplete from \"../components/SearchAutocomplete\";\nfrontend/src/pages/Home.tsx:88:        <SearchAutocomplete\nfrontend/src/pages/SearchResults.tsx:13:import SearchAutocomplete from \"../components/SearchAutocomplete\";\nfrontend/src/pages/SearchResults.tsx:55:      <SearchAutocomplete\n"}],"isError":false,"timestamp":1774939164941}}
{"type":"message","id":"bfc9ce3e","parentId":"524c90f0","timestamp":"2026-03-31T06:39:24.945Z","message":{"role":"toolResult","toolCallId":"toolu_01CvZHcZX22eY2j7RJvWHeUZ","toolName":"bash","content":[{"type":"text","text":"backend/routers/search.py:18:    SuggestionItem,\nbackend/routers/search.py:19:    SuggestionsResponse,\nbackend/routers/search.py:56:@router.get(\"/suggestions\", response_model=SuggestionsResponse)\nbackend/routers/search.py:57:async def suggestions(\nbackend/routers/search.py:59:) -> SuggestionsResponse:\nbackend/routers/search.py:60:    \"\"\"Return popular search suggestions for autocomplete.\nbackend/routers/search.py:67:    items: list[SuggestionItem] = []\nbackend/routers/search.py:73:            items.append(SuggestionItem(text=text, type=type_))\nbackend/routers/search.py:118:    return SuggestionsResponse(suggestions=items)\nbackend/schemas.py:227:class SuggestionItem(BaseModel):\nbackend/schemas.py:233:class SuggestionsResponse(BaseModel):\nbackend/schemas.py:234:    \"\"\"Popular search suggestions for autocomplete.\"\"\"\nbackend/schemas.py:235:    suggestions: list[SuggestionItem] = Field(default_factory=list)\n"}],"isError":false,"timestamp":1774939164942}}
{"type":"message","id":"f235ce07","parentId":"bfc9ce3e","timestamp":"2026-03-31T06:39:29.640Z","message":{"role":"assistant","content":[{"type":"text","text":"All deliverables are in place. Both tasks verified — frontend builds clean, backend endpoint + tests exist (tests passed on ub01 with real PostgreSQL). Now I'll complete the slice."},{"type":"toolCall","id":"toolu_01WEPQRirFdzoPKwWqXdx9e9","name":"read","arguments":{"limit":20,"path":".gsd/DECISIONS.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":117,"cacheRead":79004,"cacheWrite":1205,"totalTokens":80327,"cost":{"input":0.000005,"output":0.002925,"cacheRead":0.039501999999999995,"cacheWrite":0.007531250000000001,"total":0.04996325}},"stopReason":"toolUse","timestamp":1774939164943}}
{"type":"message","id":"097a2d1d","parentId":"f235ce07","timestamp":"2026-03-31T06:39:29.644Z","message":{"role":"toolResult","toolCallId":"toolu_01WEPQRirFdzoPKwWqXdx9e9","toolName":"read","content":[{"type":"text","text":"# Decisions Register\n\n<!-- Append-only. Never edit or remove existing rows.\n     To reverse a decision, add a new row that supersedes it.\n     Read this file at the start of any planning or research phase. -->\n\n| # | When | Scope | Decision | Choice | Rationale | Revisable? | Made By |\n|---|------|-------|----------|--------|-----------|------------|---------|\n| D001 |  | architecture | Storage layer selection | PostgreSQL for structured data, Qdrant (existing instance at 10.0.0.10) for vector embeddings, local filesystem for transcript JSON files | Spec specifies PostgreSQL for JSONB support and Qdrant already running on hypervisor. File store on local filesystem organized by creator slug. Qdrant gets a dedicated collection, not a new instance. | Yes | collaborative |\n| D002 |  | architecture | Timestamp handling for asyncpg with TIMESTAMP WITHOUT TIME ZONE columns | Use datetime.now(timezone.utc).replace(tzinfo=None) in _now() helper | asyncpg rejects timezone-aware datetimes for TIMESTAMP WITHOUT TIME ZONE columns. Stripping tzinfo at the application layer preserves UTC semantics while staying compatible with the existing schema. | Yes | agent |\n| D003 |  | requirement | R002 Transcript Ingestion API status | validated | 6 passing integration tests prove the full POST /api/v1/ingest flow: creator auto-detection, SourceVideo upsert, TranscriptSegment bulk insert, raw JSON persistence, idempotent re-upload, and invalid input rejection. | Yes | agent |\n| D004 |  | architecture | Sync vs async approach for Celery worker pipeline tasks | Use sync openai.OpenAI, sync QdrantClient, and sync SQLAlchemy (create_engine with psycopg2) inside Celery tasks. Convert DATABASE_URL from postgresql+asyncpg:// to postgresql:// for the sync engine. | Celery workers run in a synchronous context. Using asyncio.run() inside tasks risks nested event loop errors with gevent/eventlet workers. Using sync clients throughout eliminates this class of bug entirely. The async engine/session from database.py is only used by FastAPI (ASGI); the worker gets its own sync engine. | Yes | agent |\n| D005 |  | architecture | Embedding/Qdrant failure handling strategy in pipeline | Embedding/Qdrant failures (stage 6) log errors but do not fail the pipeline. Processing_status is set by stages 2-5 only. Embeddings can be regenerated by manual re-trigger. | Qdrant is at 10.0.0.10 on the hypervisor network and may not be reachable during all pipeline runs. Making embedding a non-blocking side-effect ensures core pipeline output (KeyMoments, TechniquePages in PostgreSQL) is never lost due to vector store issues. The manual re-trigger endpoint allows regenerating embeddings at any time. | Yes | agent |\n| D006 |  | requirement | R013 Prompt Template System status | validated | 4 prompt template files in prompts/ directory loaded from configurable settings.prompts_path. Templates use XML-style content fencing. Pipeline stages read templates from disk at runtime, enabling edits without code changes. Manual re-trigger endpoint (POST /api/v1/pipeline/trigger/{video_id}) allows re-processing after prompt edits. | Yes | agent |\n| D007 | M001/S04 | architecture | Runtime review mode toggle persistence mechanism | Store review mode toggle in Redis key `chrysopedia:review_mode` with async redis client. Fall back to `settings.review_mode` config default when key is absent. | The config.py `review_mode` setting is loaded via lru_cache from environment variables and cannot be mutated at runtime. Redis is already used by the project (Celery broker, stage 4 classification data) so it adds no new infrastructure. A system_settings DB table would work but Redis is simpler for a single boolean toggle on a single-admin tool. The pipeline's stages.py reads settings.review_mode from config — the admin toggle only affects new pipeline runs if stages.py is updated to check Redis too, but that's deferred since the toggle is primarily a UI-level concept for the review queue. | Yes | agent |\n| D008 | M001/S04 | requirement | R004 Review Queue UI status | validated | All R004 capabilities delivered and verified: 9 API endpoints (approve, reject, edit, split, merge, queue list, stats, mode get/set) with 24 passing integration tests covering happy paths and error boundaries. React+TypeScript frontend with queue page (filter tabs, stats, pagination), moment detail page (all review actions with modals), and review-vs-auto mode toggle. Frontend builds with zero TypeScript errors. | Yes | agent |\n| D009 | M001/S05 | architecture | Async search service pattern for FastAPI request path | Create a separate `SearchService` class using `openai.AsyncOpenAI` and `qdrant_client.AsyncQdrantClient` for the search endpoint. Keep existing sync `EmbeddingClient` and `QdrantManager` for Celery pipeline. Search endpoint has 300ms timeout on embedding API and falls back to SQL ILIKE keyword search on Qdrant/embedding failure. | The existing EmbeddingClient and QdrantManager are sync (using `openai.OpenAI` and `QdrantClient`) because Celery tasks run synchronously. FastAPI request handlers are async — reusing sync clients would block the event loop. Creating a thin async wrapper avoids modifying the battle-tested pipeline code while providing non-blocking search. The 300ms timeout and keyword fallback ensure the search endpoint always returns results, even when Qdrant or the embedding service is degraded. | Yes | agent |\n| D010 | M001/S05 | requirement | R005 Search-First Web UI status | validated | Search endpoint (GET /api/v1/search) with async embedding + Qdrant + keyword fallback implemented and tested. Frontend Home.tsx has prominent search bar with 300ms debounced typeahead, scope toggle via URL params, nav cards for Topics/Creators, Recently Added section. SearchResults.tsx displays grouped results. 5 integration tests verify search happy path, empty query, keyword fallback, scope filter, and no-results. Frontend production build succeeds with zero TypeScript errors. | Yes | agent |\n| D011 | M001/S05 | requirement | R006 Technique Page Display status | validated | TechniquePage.tsx renders all specified sections: header with topic_category badge and topic_tags pills, creator name linked to creator detail, source_quality indicator, amber banner for unstructured content, body_sections JSONB prose (handles both string and object values), key moments index ordered by start_time, signal chains, plugins pill list, and related techniques links. Backend GET /api/v1/techniques/{slug} returns full detail with eager-loaded key_moments and related links. 404 for unknown slug tested. | Yes | agent |\n| D012 | M001/S05 | requirement | R007 Creators Browse Page status | validated | CreatorsBrowse.tsx implements genre filter pills, type-to-narrow name filter, sort toggle (Random default/A-Z/Views). Each creator row shows name, genre tags, technique_count, video_count. Links to CreatorDetail page. Backend GET /api/v1/creators supports sort=random\\|alpha\\|views and genre filter. Integration tests verify random sort, alpha sort, genre filter, detail endpoint, 404, and counts. | Yes | agent |\n\n[9 more lines in file. Use offset=21 to continue.]"}],"isError":false,"timestamp":1774939169642}}
{"type":"message","id":"eeb922b2","parentId":"097a2d1d","timestamp":"2026-03-31T06:39:32.577Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"toolu_015aZtjKhFjAZNDzjPC8HTCm","name":"read","arguments":{"offset":21,"path":".gsd/DECISIONS.md"}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":75,"cacheRead":80209,"cacheWrite":1915,"totalTokens":82200,"cost":{"input":0.000005,"output":0.0018750000000000001,"cacheRead":0.0401045,"cacheWrite":0.01196875,"total":0.05395325}},"stopReason":"toolUse","timestamp":1774939169643}}
{"type":"message","id":"2600a5c7","parentId":"eeb922b2","timestamp":"2026-03-31T06:39:32.584Z","message":{"role":"toolResult","toolCallId":"toolu_015aZtjKhFjAZNDzjPC8HTCm","toolName":"read","content":[{"type":"text","text":"| D013 | M001/S05 | requirement | R008 Topics Browse Page status | validated | TopicsBrowse.tsx renders two-level topic hierarchy (6 categories from canonical_tags.yaml with expandable sub-topics showing technique_count and creator_count). Filter input narrows categories/sub-topics. Clicking sub-topic navigates to search with scope=topics. Backend GET /api/v1/topics aggregates counts from DB per sub-topic. Integration test verifies topic hierarchy response shape. | Yes | agent |\n| D014 | M001/S05 | requirement | R014 Creator Equity status | validated | CreatorsBrowse.tsx defaults to sort=random. Backend uses func.random() ORDER BY for randomized sort. Integration test verifies random sort returns all creators (order may vary). All creators get equal visual weight in the UI — no featured/highlighted treatment. Equal-weight row layout confirmed in CSS. | Yes | agent |\n| D015 | M002/S01 | architecture | Docker network subnet for Chrysopedia on ub01 | 172.32.0.0/24 — free on ub01, replaces 172.24.0.0/24 which is used by xpltd_docs_default | 172.24.0.0/24 was already allocated to xpltd_docs_default network on ub01. Scanned all existing subnets and 172.32.0.0/24 was the first unoccupied /24 in the 172.x range. | Yes | agent |\n| D016 | M002/S01 | architecture | Embedding service for the pipeline and search — OpenWebUI doesn't serve /v1/embeddings | Add Ollama container (ollama/ollama:latest) to the compose stack running nomic-embed-text on CPU | The FYN OpenWebUI instance at chat.forgetyour.name returns 404/500 on /v1/embeddings. No Ollama instance exists on the network. Ollama provides the standard OpenAI-compatible /v1/embeddings endpoint that both EmbeddingClient and SearchService expect. | Yes | agent |\n| D017 |  | frontend | CSS theming approach for dark mode | 77 semantic CSS custom properties in :root block, all hardcoded colors replaced with var(--*) references | A complete variable-based palette enables theme switching, ensures consistency, and makes future color changes single-point edits. 77 tokens (vs ~30 initially planned) were needed to cover all semantic contexts — badges, buttons, surfaces, text, accents, shadows, and status states. Cyan (#22d3ee) replaces indigo as the accent color throughout. | Yes | agent |\n| D018 | M004/S04 | architecture | Version snapshot failure handling strategy in stage 5 | Best-effort versioning — snapshot INSERT failure logs ERROR but does not block page update (existing content overwrites proceed regardless) | Versioning is a diagnostic/benchmarking feature. Losing a version snapshot is far less damaging than failing the entire page synthesis. Follows the same non-blocking side-effect pattern established in D005 for embedding/Qdrant failures. | Yes | agent |\n| D019 | M005/S02 | frontend-layout | Technique page layout structure | CSS grid 2-column layout: 1fr main + 22rem sticky sidebar, collapsing to single column at 768px. Page max-width widened from 48rem to 64rem. | 22rem sidebar provides enough room for moment cards and plugin lists without cramming. 64rem total width accommodates both columns comfortably on standard desktop displays. Sticky sidebar keeps navigation aids visible while scrolling prose. 768px breakpoint aligns with existing mobile styles in the codebase. | Yes | agent |\n| D020 | M006/S05 | frontend | Topics page card layout visual differentiation approach | 3px colored left border + small colored dot next to category name, using existing badge CSS custom properties per category | Subtler than a full colored header — maintains dark theme cohesion while providing clear visual differentiation between 7 category cards. Reuses existing --color-badge-cat-*-bg/text custom properties, avoiding new color definitions. | Yes | agent |\n"}],"isError":false,"timestamp":1774939172581}}
{"type":"message","id":"67eab2ec","parentId":"2600a5c7","timestamp":"2026-03-31T06:40:26.075Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"No decisions from task summaries need to be added — the key decisions (unnest for topic aggregation, ref guard for suggestions fetch) are implementation details, not architectural decisions worth recording in DECISIONS.md.\n\nNow let me complete the slice.","thinkingSignature":"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"},{"type":"text","text":"No new architectural decisions need recording — the task-level decisions (unnest aggregation, ref guard for fetch) are implementation details, not project-level choices.\n\nNow I'll complete the slice with summary and UAT."},{"type":"toolCall","id":"toolu_01LqaWb8v4onx5zZRBrksS2f","name":"gsd_complete_slice","arguments":{"affects":[],"deviations":"Used PostgreSQL unnest() for topic tag aggregation instead of the canonical_tags.yaml pattern used by the topics router — more appropriate for suggestions since they reflect actual DB content rather than the full canonical tag list.","drillDownPaths":[".gsd/milestones/M010/slices/S04/tasks/T01-SUMMARY.md",".gsd/milestones/M010/slices/S04/tasks/T02-SUMMARY.md"],"filesModified":[{"description":"Added SuggestionItem and SuggestionsResponse Pydantic schemas","path":"backend/schemas.py"},{"description":"Added GET /suggestions endpoint with technique, topic, and creator aggregation queries","path":"backend/routers/search.py"},{"description":"Added 5 integration tests for the suggestions endpoint","path":"backend/tests/test_search.py"},{"description":"Added SuggestionItem, SuggestionsResponse types and fetchSuggestions() function","path":"frontend/src/api/public-client.ts"},{"description":"New shared autocomplete component with popular suggestions on focus and debounced typeahead","path":"frontend/src/components/SearchAutocomplete.tsx"},{"description":"Replaced ~80 lines of inline typeahead with SearchAutocomplete component","path":"frontend/src/pages/Home.tsx"},{"description":"Replaced plain search form with SearchAutocomplete component","path":"frontend/src/pages/SearchResults.tsx"},{"description":"Added CSS for suggestion items, popular header, and type badge color variants","path":"frontend/src/App.css"}],"followUps":"None.","keyDecisions":["Used PostgreSQL unnest() for topic tag aggregation rather than canonical_tags.yaml","Popular suggestions fetched once on mount via ref guard, not re-fetched on every focus","Suggestion items use button elements since they trigger onSearch callback, not direct navigation"],"keyFiles":["backend/schemas.py","backend/routers/search.py","backend/tests/test_search.py","frontend/src/components/SearchAutocomplete.tsx","frontend/src/api/public-client.ts","frontend/src/pages/Home.tsx","frontend/src/pages/SearchResults.tsx","frontend/src/App.css"],"knownLimitations":"Backend suggestion tests require a live PostgreSQL database (ub01:5433 via SSH tunnel) — they cannot run in environments without database connectivity.","milestoneId":"M010","narrative":"This slice added two things: a backend suggestions endpoint and a shared frontend autocomplete component.\n\n**Backend (T01):** Added `GET /api/v1/search/suggestions` returning up to 12 popular items — top 4 technique pages by view_count, top 4 topic tags via PostgreSQL `unnest()` aggregation on the `topic_tags` array column, and top 4 creators (excluding hidden) by view_count. Each item has `text` and `type` (topic/technique/creator). Results are deduplicated case-insensitively with secondary sort by name for deterministic ordering when view counts tie. Five integration tests cover response shape, type coverage, deduplication, empty DB, and ordering.\n\n**Frontend (T02):** Created `SearchAutocomplete.tsx` — a shared component encapsulating: (a) popular suggestions fetched once on mount from the new endpoint, shown on focus with empty input under a \"Popular\" header, (b) debounced typeahead search results on 2+ characters (existing pattern), (c) Escape/outside-click dismissal, (d) Enter submission via `onSearch` callback. The component replaced ~80 lines of inline typeahead logic in Home.tsx and a simpler search form in SearchResults.tsx. Both pages now use the same component with different props (`heroSize`, `initialQuery`, `autoFocus`).\n\nAPI types (`SuggestionItem`, `SuggestionsResponse`) and `fetchSuggestions()` were added to `public-client.ts`. CSS for suggestion items with type badge color variants was added to App.css.","observabilitySurfaces":[],"oneLiner":"Added search autocomplete with popular suggestions on empty focus and debounced typeahead on 2+ chars, shared across Home and SearchResults pages.","patternsEstablished":["Shared SearchAutocomplete component pattern: single component with props for hero sizing, initial query, and autofocus — reusable wherever search input is needed"],"provides":["GET /api/v1/search/suggestions endpoint","SearchAutocomplete shared component"],"requirementsAdvanced":[{"how":"Search UX enhanced with autocomplete suggestions — popular terms on empty focus and typeahead on 2+ chars on both Home and SearchResults pages","id":"R005"},{"how":"Autocomplete reduces keystrokes needed to find techniques, supporting the 30-second retrieval target","id":"R015"}],"requirementsInvalidated":[],"requirementsSurfaced":[],"requirementsValidated":[],"requires":[],"sliceId":"S04","sliceTitle":"Search Autocomplete & Suggestions","uatContent":"## UAT: Search Autocomplete & Suggestions\n\n### Preconditions\n- Chrysopedia stack running on ub01 (docker compose up -d)\n- Database populated with at least 5 technique pages, 3 creators, and techniques spanning multiple topic tags\n- Web UI accessible at http://ub01:8096\n\n### Test 1: Popular Suggestions on Home Page Focus\n1. Navigate to http://ub01:8096 (Home page)\n2. Click the search input field (it should auto-focus on load)\n3. **Expected:** A dropdown appears below the search bar with a \"Popular\" header, showing 8-12 suggestion items. Each item displays text and a colored type badge (topic, technique, or creator).\n4. Verify at least one item of each type (topic, technique, creator) is present.\n\n### Test 2: Typeahead Search Results\n1. On the Home page, type \"comp\" into the search bar\n2. Wait ~300ms for debounce\n3. **Expected:** The popular suggestions dropdown is replaced by search results showing techniques matching \"comp\" (e.g., compression-related techniques). Results show title, creator, and topic info.\n4. Clear the search input\n5. **Expected:** Popular suggestions reappear\n\n### Test 3: Search Submit via Enter\n1. Type \"reverb\" into the search bar on Home\n2. Press Enter\n3. **Expected:** Browser navigates to /search?q=reverb with search results displayed\n\n### Test 4: Suggestion Click Navigation\n1. Return to Home page\n2. Focus the search input (empty) to show popular suggestions\n3. Click on a technique suggestion item\n4. **Expected:** The search input fills with the suggestion text and search is submitted — navigates to /search?q={suggestion text}\n\n### Test 5: Autocomplete on SearchResults Page\n1. Navigate to http://ub01:8096/search?q=mixing\n2. **Expected:** SearchResults page loads with results for \"mixing\". The search bar at the top shows \"mixing\" as the current query.\n3. Clear the search bar text and focus it\n4. **Expected:** Popular suggestions dropdown appears, identical behavior to Home page\n\n### Test 6: Escape / Outside Click Dismissal\n1. On Home page, focus the empty search bar to show popular suggestions\n2. Press Escape\n3. **Expected:** Dropdown closes\n4. Focus the search bar again (dropdown reappears)\n5. Click anywhere outside the search bar and dropdown\n6. **Expected:** Dropdown closes\n\n### Test 7: API Endpoint Direct Check\n1. Open http://ub01:8096/api/v1/search/suggestions in a browser or curl\n2. **Expected:** JSON response with `{\"suggestions\": [...]}` where each item has `text` (string) and `type` (\"topic\", \"technique\", or \"creator\")\n3. Verify no duplicate text values in the response\n4. Verify the response contains between 0-12 items\n\n### Test 8: Empty Database Graceful Handling\n1. (If testable) With an empty database, hit the suggestions endpoint\n2. **Expected:** Returns `{\"suggestions\": []}` — empty array, no 500 error\n\n### Edge Cases\n- **Rapid typing:** Type and delete rapidly in the search bar. Debounce should prevent excessive API calls; no UI glitches.\n- **Very long query:** Type a 200+ character string. The search bar should accept it without overflow; API should handle it gracefully.\n- **Network delay:** If the suggestions API is slow, the dropdown should not flash or show stale data from a previous query.","verification":"Frontend build (`tsc -b && vite build`) passes with zero errors — 50 modules transformed, clean output. Backend suggestion tests (5 tests) require PostgreSQL on ub01; they passed during T01 execution via SSH tunnel (2.05s, all 5 green). Cannot re-run locally due to no local PostgreSQL — ConnectionRefusedError on 127.0.0.1:5433 is expected in this environment."}}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":2604,"cacheRead":82124,"cacheWrite":1069,"totalTokens":85798,"cost":{"input":0.000005,"output":0.0651,"cacheRead":0.041062,"cacheWrite":0.0066812500000000006,"total":0.11284825000000001}},"stopReason":"toolUse","timestamp":1774939172582}}
{"type":"message","id":"23767d22","parentId":"67eab2ec","timestamp":"2026-03-31T06:40:26.107Z","message":{"role":"toolResult","toolCallId":"toolu_01LqaWb8v4onx5zZRBrksS2f","toolName":"gsd_complete_slice","content":[{"type":"text","text":"Completed slice S04 (M010)"}],"details":{"operation":"complete_slice","sliceId":"S04","milestoneId":"M010","summaryPath":"/home/aux/projects/content-to-kb-automator/.gsd/milestones/M010/slices/S04/S04-SUMMARY.md","uatPath":"/home/aux/projects/content-to-kb-automator/.gsd/milestones/M010/slices/S04/S04-UAT.md"},"isError":false,"timestamp":1774939226105}}
{"type":"message","id":"fe4aa69a","parentId":"23767d22","timestamp":"2026-03-31T06:40:30.510Z","message":{"role":"assistant","content":[{"type":"text","text":"Slice S04 complete."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":1,"output":10,"cacheRead":83193,"cacheWrite":2567,"totalTokens":85771,"cost":{"input":0.000005,"output":0.00025,"cacheRead":0.0415965,"cacheWrite":0.016043750000000002,"total":0.05789525}},"stopReason":"stop","timestamp":1774939226106}}
{"type":"custom_message","customType":"async_job_result","content":"**Background job done: bg_31907c86** (frontend-build, 2.7s)\n\n\n> chrysopedia-web@0.8.0 build\n> tsc -b && vite build\n\nvite v6.4.1 building for production...\ntransforming...\n✓ 50 modules transformed.\nrendering chunks...\ncomputing gzip size...\ndist/index.html                   0.45 kB │ gzip:  0.28 kB\ndist/assets/index-ByjR10D6.css   58.80 kB │ gzip:  9.00 kB\ndist/assets/index-DDnYYzim.js   232.95 kB │ gzip: 71.27 kB\n✓ built in 809ms\n","display":true,"id":"9e6071f9","parentId":"fe4aa69a","timestamp":"2026-03-31T06:40:30.512Z"}
{"type":"message","id":"d1f70284","parentId":"9e6071f9","timestamp":"2026-03-31T06:40:34.106Z","message":{"role":"assistant","content":[{"type":"text","text":"Already handled — the frontend build result confirms what I used for verification. Slice S04 is complete."}],"api":"anthropic-messages","provider":"anthropic","model":"claude-opus-4-6","usage":{"input":2,"output":25,"cacheRead":85760,"cacheWrite":201,"totalTokens":85988,"cost":{"input":0.00001,"output":0.000625,"cacheRead":0.04288,"cacheWrite":0.00125625,"total":0.04477125}},"stopReason":"stop","timestamp":1774939230511}}
