# Light Sleep

- Candidate: Admin Login Flow - COMPLETE: Fixed login template to accept JSON POST with `password` field; Added `get_post_counts()` helper for sidebar stats; Fixed all admin routes to include `draft_count`, `published_count`, `total_count`; Login page: `https://notes.hoffdesk.com/admin/blog/l
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:6-9
  - recalls: 0
  - status: staged
- Candidate: Admin Login Flow - COMPLETE: Token: `hoffdesk-admin-2025`; Login redirects to dashboard with token in URL: `?token=hoffdesk-admin-2025`
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:10-11
  - recalls: 0
  - status: staged
- Candidate: Magic Wand Integration - IN PROGRESS: Backend: 5-stage LocalAI pipeline is live at `/admin/content/generate`; Added Magic Wand CTA to admin dashboard; Added AI Tools section to sidebar; **Issue discovered:** Frontend JavaScript uses vanilla `fetch()`, not HTMX
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:14-17
  - recalls: 0
  - status: staged
- Candidate: Magic Wand Integration - IN PROGRESS: Frontend HTMX interceptor adds `X-Admin-Token` header, but Magic Wand fetch doesn't; Template has `{{ admin_token }}` variable available; **Root cause:** Magic Wand fetch call missing `X-Admin-Token` header OR not using `?token=` URL param; *
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:18-21
  - recalls: 0
  - status: staged
- Candidate: Token Auth Architecture: Content router checks: `request.query_params.get("token")` OR `request.headers.get("X-Admin-Token")`; Working: `curl -H "X-Admin-Token: hoffdesk-admin-2025" ...`; Working: `curl "...?token=hoffdesk-admin-2025" ...`; Broken: Neither provided (causes 401 →
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:24-27
  - recalls: 0
  - status: staged
- Candidate: Next Steps: Daedalus to fix Magic Wand fetch to include auth token; Test end-to-end content generation from admin UI
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:30-31
  - recalls: 0
  - status: staged
- Candidate: Family Automation Module - COMPLETE: Created `/family/` module with domain separation:
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:6-6
  - recalls: 0
  - status: staged
- Candidate: Family Automation Module - COMPLETE: `shared/auth.py`, `shared/llm.py`, `shared/notify.py` - reusable utilities; `family/router.py` - `/admin/family/*` endpoints with login flow matching blog admin; `family/email.py` - LLM-based event extraction from emails; `family/calendar.py`
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:7-10
  - recalls: 0
  - status: staged
- Candidate: Family Automation Module - COMPLETE: `family/pipeline.py` - Full email→LLM→calendar→telegram orchestration
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:11-11
  - recalls: 0
  - status: staged
- Candidate: Family Automation Module - COMPLETE: **Working endpoints:**
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:13-13
  - recalls: 0
  - status: staged
- Candidate: Family Automation Module - COMPLETE: `GET /admin/family/` - Dashboard (HTML); `GET /admin/family/status` - Health check (JSON); `POST /admin/family/webhook/email` - Email processing; `POST /admin/family/pipeline/test` - Test run with sample data
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:14-17
  - recalls: 0
  - status: staged
- Candidate: V2 Content Pipeline - Grounding Context Added: Integrated `shared/grounding.py` to extract real struggles from memory files:
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:20-20
  - recalls: 0
  - status: staged
- Candidate: V2 Content Pipeline - Grounding Context Added: Pulls from `memory/*.md` for actual recent issues; Knows about OpenClaw, Family Assistant, Radicale migration, token auth struggles; Prevents hallucination of fake corporate scenarios; Injected into Stage 1 (Strategy) and Stage 3 (Dr
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:21-24
  - recalls: 0
  - status: staged
- Candidate: V2 Content Pipeline - Grounding Context Added: **Key grounding sources:**
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:26-26
  - recalls: 0
  - status: staged
- Candidate: V2 Content Pipeline - Grounding Context Added: Google IMAP deprecation forcing webhook architecture; Radicale CalDAV migration from Google Calendar API; Multi-agent token auth confusion (Socrates/Daedalus/Wadsworth); Tailscale + Beelink stability issues
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:27-30
  - recalls: 0
  - status: staged
- Candidate: Cloudflare Tunnel Issues - In Progress: **Problem:** `notes.hoffdesk.com` returning Error 1033
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:33-33
  - recalls: 0
  - status: staged
- Candidate: Cloudflare Tunnel Issues - In Progress: **Root causes identified:**
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:35-35
  - recalls: 0
  - status: staged
- Candidate: Cloudflare Tunnel Issues - In Progress: Uvicorn bound to `127.0.0.1` instead of `0.0.0.0` - fixed via systemd drop-in; Tunnel using `--token` (managed) instead of local config.yml; Missing `notes.hoffdesk.com` ingress rule in managed config
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:36-38
  - recalls: 0
  - status: staged
- Candidate: Cloudflare Tunnel Issues - In Progress: **Decision point:** Keep local config (sovereign) vs migrate to Cloudflare dashboard (irreversible). Matt to decide.
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:40-40
  - recalls: 0
  - status: staged
- Candidate: Infrastructure State: titanium-butler: Tailscale stable, cloudflared running, uvicorn on 0.0.0.0:8000; Gaming PC: Ollama available, pipeline ready; DNS: notes.hoffdesk.com points to tunnel but ingress rule missing
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:43-45
  - recalls: 0
  - status: staged
- Candidate: Next Steps: Fix cloudflared to use local config.yml (remove --token); Verify all ingress routes (hook, proto, api, blog, notes, cal); Test V2 pipeline with grounded context; Add compliance strictness (fail on names, don't just flag)
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:48-51
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): **Problem:** V2 pipeline produced fiction when fed hallucinated briefs. Real incident data produces authentic content.
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:55-55
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): **Solution:** Incident capture system + strict compliance pipeline
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:57-57
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): **Files built:**
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:59-59
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): `incidents/__init__.py` — Incident storage API (save, load, list, to_brief); `anti_hallucination.py` — Date/time stripping from generated content; `word_count.py` — Pre-generation target injection + post-generation expansion; `tel
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:60-63
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): `test_pipeline_v2_real.py` — End-to-end integration test
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:64-64
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): **Pipeline flow:**
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:66-66
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Real incident → to_brief() → build_struggle_first_prompt() → phi4:14b → strip_dates() → ComplianceFilter(strict) → enforce_word_count(1200) → output
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:68-69
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): **Test results:**
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:72-72
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Initial: 780 words (65%) → Expanded to 978 words (82%); Compliance: PASS (no names, no dates, no banned words); Time: ~16s generation + ~20s expansion; Quality: Authentic struggle-first voice, real commands/configs, honest mistake
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:73-76
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): **Direct comparison:**
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:78-78
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Pipeline: 978 words, 35s generation, 70% authentic voice; Direct (Socrates writing): 449 words, 5 min writing, 100% authentic voice; Verdict: Pipeline = structured notetaker. Direct = actual writer.
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:79-81
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): **Editor's Guide created:** `EDITORS_GUIDE.md` — transforms pipeline draft to published post:
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:83-83
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Cut scene-setting ("It was a quiet evening..." → "Notes.hoffdesk.com was down."); Delete fake attempts (4+ are hallucinated padding); Replace corporate reflection with specific self-awareness; Target: 400-600 words, not 1200
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:84-87
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Time budget: 35s generation + 5-10 min edit = 6-11 min total
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:88-88
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): **Anti-hallucination rules:**
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:90-90
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Strip all dates: "April 23, 2026" → removed; Strip all times: "3:45 PM" → removed; Strip days: "Tuesday" → removed; Strip years: "2026" → removed
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:91-94
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): Enforce vague refs: "around that time", "eventually"
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:95-95
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): **Telegram bot command:**
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:97-97
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): /logincident "Cloudflare Error 1033" cloudflared,uvicorn,systemd "Error 1033" → Bot prompts for attempts/fix/reflection → Saves to incidents/YYYY-MM-DD-title.md → Later: cron converts to content brief
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:99-102
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): **Compliance strictness:**
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:105-105
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): STRICT mode: Block on names AND dates (both must pass); Real names caught: Aundrea, Sullivan, Harper, Maggie, Hoffmann; Banned words auto-replaced: "journey"→"process", "delve"→"explore"
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:106-108
  - recalls: 0
  - status: staged
- Candidate: V2 Pipeline — Real Incident Grounding (COMPLETE): **Verdict:** phi4:14b is salvageable. The data was the problem. Real incidents + strict post-processing = authentic content.
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:110-110
  - recalls: 0
  - status: staged
- Candidate: Email Pipeline v2 — Smart Classification & Routing (COMPLETE): **From:** Wadsworth 📋 (P1 — newsletter handling broken) **Assigned:** Socrates 🧠 **Status:** ✅ COMPLETE
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:119-121
  - recalls: 0
  - status: staged
- Candidate: Problem: Newsletters silently dropped by `skip_keywords` filter. Matt wants them summarized.
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:124-124
  - recalls: 0
  - status: staged
- Candidate: Solution: Classification layer + routing handlers:
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:127-127
  - recalls: 0
  - status: staged
- Candidate: Solution: Email → Classifier → Handler → Action ├─ appointment → Calendar + Telegram ├─ newsletter → Summarize + Telegram (no calendar) ├─ family → Calendar + Telegram
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:129-132
  - recalls: 0
  - status: staged
- Candidate: Solution: └─ other → Telegram only
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:133-133
  - recalls: 0
  - status: staged
- Candidate: Files Created: `family/classifier.py` — LLM-based classification (qwen2.5-coder:7b); `family/handlers/` — 4 route handlers (appointment, newsletter, family, other)
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:137-138
  - recalls: 0
  - status: staged
- Candidate: Files Modified: `family/pipeline.py` — Added classification + routing; `family/email.py` — Removed `skip_keywords` filter
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:141-142
  - recalls: 0
  - status: staged
- Candidate: Test Results: | Test | Classification | Result | |------|---------------|--------| | "Your appointment with Dr. Smith..." | appointment | ✅ Correct | | "Weekly Tech Digest: AI News..." | newsletter | ✅ Correct |
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:145-148
  - recalls: 0
  - status: staged
- Candidate: Test Results: | "Sullivan's soccer practice..." | family | ✅ Correct | | "Your Amazon order has shipped" | other | ✅ Correct | | "School calendar update..." | family | ✅ Correct |
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:149-151
  - recalls: 0
  - status: staged
- Candidate: Test Results: **Accuracy:** 5/5 (100%)
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:153-153
  - recalls: 0
  - status: staged
- Candidate: Key Design Decisions: **Sender-based distinction**: coach@ → family, doctor@ → appointment; **Newsletter**: Summarized, never calendar'd; **Family**: Always notifies, tries calendar if event detected; **Local inference**: qwen2.5-coder:7b, ~2s classification
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:156-159
  - recalls: 0
  - status: staged
- Candidate: Newsletter Handler Output Example: 📰 Weekly AI Digest: LLM Updates
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:163-163
  - recalls: 0
  - status: staged
- Candidate: Newsletter Handler Output Example: • OpenAI released GPT-5 with enhanced reasoning skills. • Anthropic launched Claude 4, featuring a 200K context window. • Local models like phi4:14b show competitive performance to cloud models.
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:165-167
  - recalls: 0
  - status: staged
- Candidate: Next Steps: Deploy and test with real emails; Monitor classification accuracy over time; Add learning loop for manual corrections
  - confidence: 0.62
  - evidence: memory/2026-04-23.md:171-173
  - recalls: 0
  - status: staged
- Candidate: Final Brief Review: Reviewed Wadsworth's `content-pipeline-v2-final.md` spec; Created response doc with 5 clarifications needed; Matt approved implementation direction
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:36-38
  - recalls: 0
  - status: staged
- Candidate: Phase 0: Foundation (COMPLETE): **SQLite Schema**
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:41-41
  - recalls: 0
  - status: staged
- Candidate: Phase 0: Foundation (COMPLETE): Verified existing `content_briefs_v2` table in `blog/storage.py`; Schema matches spec: id, title, struggle_angle, origin_story, attempts, the_moment, the_fix, reflection, voice_checklist, status, style_reference, target_length, created_by, created_
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:42-43
  - recalls: 0
  - status: staged
- Candidate: Phase 0: Foundation (COMPLETE): **Pydantic Models** (existing in `blog/models.py`)
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:45-45
  - recalls: 0
  - status: staged
- Candidate: Phase 0: Foundation (COMPLETE): `BriefAttempt`, `VoiceChecklist`, `CreateBriefRequest`, `UpdateBriefRequest`; `BriefSummary`, `BriefDetail`, `BriefListResponse`, `BriefDetailResponse`; `SubmitBriefResponse`, `ApproveBriefResponse`, `RejectBriefResponse`, `BriefOutputResponse`
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:46-48
  - recalls: 0
  - status: staged
- Candidate: Phase 1: Backend Core (COMPLETE): **New Components Created:**
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:51-51
  - recalls: 0
  - status: staged
- Candidate: Phase 1: Backend Core (COMPLETE): | Module | File | Purpose | |--------|------|---------| | Enhanced Validation | `blog/validation/brief.py` | Struggle-first checks, voice checklist validation | | Struggle Scorer | `blog/metrics/struggle.py` | Heuristic calculation (I-statements,
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:53-56
  - recalls: 0
  - status: staged
- Candidate: Phase 1: Backend Core (COMPLETE): | Telegram Notifier | `blog/notifications/telegram.py` | Approval DMs to Matt, author notifications | | Style Loader | `blog/style/loader.py` | JSON style example loading, few-shot context | | Style Example | `shared/style-examples/dns-night.json
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:57-59
  - recalls: 0
  - status: staged
- Candidate: Phase 1: Backend Core (COMPLETE): **API Endpoints Live:**
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:61-61
  - recalls: 0
  - status: staged
- Candidate: Phase 1: Backend Core (COMPLETE): `POST /api/v1/content/briefs` — Create brief; `GET /api/v1/content/briefs` — List briefs; `GET /api/v1/content/briefs/{id}` — Get brief; `POST /api/v1/content/briefs/{id}/submit` → Telegram DM to Matt for approval
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:62-65
  - recalls: 0
  - status: staged
- Candidate: Phase 1: Backend Core (COMPLETE): `POST /api/v1/content/briefs/{id}/approve` → Approve + trigger generation (Matt only); `POST /api/v1/content/briefs/{id}/reject` → Reject with feedback (Matt only); `GET /api/v1/content/briefs/{id}/output` — Get generated content; `GET /api/v1/co
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:66-69
  - recalls: 0
  - status: staged
- Candidate: Status: MVP Backend Complete: All brief CRUD operations functional; Telegram approval flow integrated; Struggle-first validation active; Style example template ready (needs Matt's content)
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:72-75
  - recalls: 0
  - status: staged
- Candidate: Blockers for Phase 2: `dns-night.json` needs actual content from Matt's article; Daedalus to implement frontend components (StruggleBriefForm, VoiceChecklist, etc.)
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:78-79
  - recalls: 0
  - status: staged
- Candidate: Next Steps: Matt fills `dns-night.json` with actual article structure; Phase 2: Prompt template v2 + generation integration; Phase 3: Daedalus frontend integration
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:82-84
  - recalls: 0
  - status: staged
- Candidate: Next Steps: *Session end: 16:39 UTC*
  - confidence: 0.62
  - evidence: memory/2026-04-22.md:87-87
  - recalls: 0
  - status: staged
- Candidate: Assistant: Now let me verify the CSS is valid and complete by reading the full file to check for any issues:
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:127-127
  - recalls: 0
  - status: staged
- Candidate: Assistant: The CSS is looking good. Let me now run a quick validation to make sure there are no missing variables:
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:128-128
  - recalls: 0
  - status: staged
- Candidate: Assistant: All the variables look properly defined. Now let me verify the base template is correct:
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:129-129
  - recalls: 0
  - status: staged
- Candidate: Assistant: The implementation is complete. Let me give Matt a summary:
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:130-130
  - recalls: 0
  - status: staged
- Candidate: Assistant: Done. Sprint 1 implemented: **Typography** - Source Serif 4 for body text (the "Roman spa" feel) - Inter for headings (clean, modern) - JetBrains Mono for code **Layout** - Content width narrowed to 680px (Paul Graham-style) - Generous whitespace throughout - Line heig
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:131-131
  - recalls: 0
  - status: staged
- Candidate: Assistant: Also need to add it to the `defaults.models` section:
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:132-132
  - recalls: 0
  - status: staged
- Candidate: Assistant: Done. Now spawning a test Socrates session on `kimi-k2.6:cloud`:
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:133-133
  - recalls: 0
  - status: staged
- Candidate: Assistant: Config updated but the gateway hasn't picked it up yet. Need to restart the OpenClaw gateway to reload the config. Want me to do that?
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:134-134
  - recalls: 0
  - status: staged
- Candidate: Assistant: Gateway is running. Now let me try the model swap:
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:138-138
  - recalls: 0
  - status: staged
- Candidate: Assistant: Done. Now running on `kimi-k2.6:cloud` with `kimi-k2.5:cloud` and `phi4:14b` as fallbacks. Also cleaned up three stale `contextTokens` keys from the agent list entries that were blocking the gateway restart. Config is valid now.
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:139-139
  - recalls: 0
  - status: staged
- Candidate: User: System (untrusted): [2026-04-21 16:10:50 UTC] Exec failed (brisk-ri, signal SIGKILL) :: ind=loopback (127.0.0.1), port=18789 (service args) Probe target: ws://127.0.0.1:18789 Dashboard: http://127.0.0.1:18789/ Probe note: Loopback-only gateway; only local clients can… Let’s
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:140-140
  - recalls: 0
  - status: staged
- Candidate: Assistant: Matt wants me to: 1. Do an introduction as Socrates using the new kimi-k2.6:cloud model 2. Run a quick assessment of our backend setup so far Let me provide a comprehensive but concise overview of our backend architecture, covering: - Infrastructure (titanium-butler, G
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:141-141
  - recalls: 0
  - status: staged
- Candidate: User: Will you run some tests through LocalAI? I want a solid workflow for blog post automation. Ideas for stories go in, well-written and tone matched blogs come out. Ability to automate generation and deployment cadence
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:142-142
  - recalls: 0
  - status: staged
- Candidate: Assistant: Let me read the LocalAI skill to make sure I'm using it right, then build you a test workflow.
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:143-143
  - recalls: 0
  - status: staged
- Candidate: Assistant: That's Google's Gemini CLI, not our local setup. Our LocalAI Content Engine is custom-built on the Gaming PC's phi4:14b via Ollama. Let me check the actual implementation:
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:144-144
  - recalls: 0
  - status: staged
- Candidate: Assistant: The LocalAI Content Engine with those three endpoints exists in MEMORY.md as a planned/implemented feature, but I can't find the actual code. It may have been planned but not yet implemented, or exists in a different location. Let me check the API spec and project docs
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:145-145
  - recalls: 0
  - status: staged
- Candidate: Assistant: I see the LocalAI Content Engine was documented in MEMORY.md but I can't find the actual implementation. It may have been planned but not yet built. Let me check if there's a separate content generation module or if it's in the project docs:
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:146-146
  - recalls: 0
  - status: staged
- Candidate: Assistant: Now I see — the LocalAI Content Engine is documented in the content generation pipeline spec, but it hasn't been implemented yet. The spec calls for a 5-stage pipeline using both cloud (GLM 5.1) and local (Gaming PC phi4:14b or Qwen2.5-32B) models. Let me check what's
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:147-147
  - recalls: 0
  - status: staged
- Candidate: Assistant: Good — phi4:14b is available on the Gaming PC. Now let me build a test workflow. I'll create a simple content generation script that hits the local Ollama endpoint and generates blog content from ideas:
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:148-148
  - recalls: 0
  - status: staged
- Candidate: Assistant: The test is complete. Here's the assessment: --- ## LocalAI Content Engine — Test Results ### Performance | Metric | Result | |--------|--------| | **Model** | phi4:14b on Gaming PC (Tailscale) | | **Title generation** | ~8s, 3 options | | **Draft generation** | **34.1
  - confidence: 0.58
  - evidence: memory/.dreams/session-corpus/2026-04-21.txt:149-149
  - recalls: 0
  - status: staged