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All ideas/devtools/AI Agent Orchestration Platform that automatically routes tasks between local and cloud LLMs based on complexity with cost optimization and agent handoff capabilities
GitHubB2Bdevtools

AI Agent Orchestration Platform that automatically routes tasks between local and cloud LLMs based on complexity with cost optimization and agent handoff capabilities

Scouted 5 hours ago

7.0/ 10
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Score breakdown

Urgency8.0
Market size7.0
Feasibility7.0
Competition6.0
Pain point

Developers need complex AI agent routing and handoff systems but lack simple tools to manage multi-LLM workflows cost-effectively

Who'd pay for this

Development teams and companies building AI-powered applications who need to optimize AI costs and manage complex agent workflows

Source signal

"LLM Routing Logic - Simple tasks (tests, typos, boilerplate) β†’ Ollama qwen2.5-coder:7b (FREE, local) - Medium tasks (features, refactors) β†’ Claude Haiku (cheap) - Complex tasks (architecture, security, C2PA) β†’ Claude Sonnet (powerful)"

Original post

🧠 AI Context Snapshot β€” 2026-04-20

Repository: lore-anchor/Lore-Anchor1 Author: github-actions[bot] ## AI Agent Handoff Context > Any AI can pick up work from this snapshot. # πŸ€– AI Work Context β€” Lore-Anchor > **Auto-updated by AI agents. Any AI can pick up work from this file.** > Last updated: see git log ## Current System Status | Component | Status | Notes | |-----------|--------|-------| | co-vibe router | βœ… RUNNING | `covibe-router/router.py` β€” port 8888, tested 2026-02-27 | | Ollama integration | βœ… RUNNING | `qwen2.5-coder:7b` β€” pulled, tested, LOCAL free routing | | GitHub Actions | βœ… built | `.github/workflows/ai-code.yml` β€” label 'ai-code' to trigger | | Make.com scenarios | ⏳ pending | blueprints in `.make/` β€” import manually (free plan limit) | | Figma integration | ⏳ pending | `covibe-router/figma_bridge.py` | | Canva integration | ⏳ pending | `covibe-router/canva_bridge.py` | | Marketing automation | βœ… pushed | `haruki121731-del/marketing` β€” 5 scripts + note article | ## Architecture Decisions (for AI handoff) ### LLM Routing Logic - **Simple tasks** (tests, typos, boilerplate) β†’ **Ollama `qwen2.5-coder:7b`** (FREE, local) - **Medium tasks** (features, refactors) β†’ **Claude Haiku** (cheap) - **Complex tasks** (architecture, security, C2PA) β†’ **Claude Sonnet** (powerful) - Classifier at: `POST http://localhost:8888/classify` ### Key Files ``` covibe-router/ β”œβ”€β”€ router.py ← FastAPI classification + execution API β”œβ”€β”€ complexity_rules.json ← keyword-based routing rules └── requirements.txt setup-covibe.sh ← one-command setup (Ollama + co-vibe) .github/workflows/ β”œβ”€β”€ ai-code.yml ← auto-code issues labeled 'ai-code' └── save-context.yml ← auto-save AI work context .make/ β”œβ”€β”€ scenario-llm-router.json ← Make.com import blueprint └── scenario-design-pipeline.json ``` ### Product Context (Lore-Anchor) - **What it is**: AI learning protection SaaS for Japanese illustrators - **Stack**: Next.js 14 / FastAPI / Supabase / Redis / SaladCloud GPU - **3-layer protection**: Mist v2 β†’ PixelSeal watermark β†’ C2PA signature - **Target**: JP creators worried about AI training on their art - **Differentiator**: "ι˜²θ‘›+証明" vs Glaze/Nightshade's "ι˜²θ‘›only" - **Waitlist**: https://waitinglist-xi-sandy.vercel.app ## Pending Tasks (pick up from here) - [x] Install Ollama locally β€” done, binary at `/tmp/OllamaApp/Ollama.app/Contents/Resources/ollama` - [x] Pull qwen2.5-coder:7b β€” done, models in `~/.ollama/models` - [x] Start router β€” done, tested via curl - [ ] **Persist Ollama across reboots** β€” on reboot: `bash start-covibe.sh` (re-extracts from Ollama-darwin.zip if needed) - [ ] Import Make.com blueprints from `.make/` directory (free plan: 2 scenarios max) - [ ] Connect Figma β†’ Make.com webhook (see `.make/scenario-design-pipeline.json`) - [ ] Add GitHub secrets: `ANTHROPIC_API_KEY`, `OPENAI_API_KEY`, `GROQ_API_KEY` - [ ] Label any GitHub issue `ai-code` to trigger auto-coding - [ ] Set up Twitter/Supabase secrets in `haruki121731-del/marketing` repo for auto-posting ## How to Use (Quick Start) ```bash # 1. Start everything (after reboot) bash start-covibe.sh # 2. Or manually: # Start the LLM router locally python3 covibe-router/router.py & # 3. Classify a task curl -X POST http://localhost:8888/classify \ -H 'Content-Type: application/json' \ -d '{"title": "Add unit tests for C2PA signing", "body": ""}' # β†’ {"complexity": "simple", "model": "qwen2.5-coder:7b", "local": true} # 4. Execute with auto-routing curl -X POST http://localhost:8888/execute \ -H 'Content-Type: application/json' \ -d '{"title": "Add unit tests for C2PA signing", "body": "Write pytest tests for apps/api/c2pa.py", "repo": "harukiuesaka/lore-anchor"}' # 5. Check cost savings curl http://localhost:8888/metrics | jq ``` ## For AI Agents Taking Over If you are an AI agent continuing this work: 1. Read this file first 2. Check `git log --oneline -20` to see recent changes 3. Run `curl http://localhost:8888/health` to verify local services 4. Issues labeled `ai-context` contain detailed task logs 5. Make.com blueprints are in `.make/` β€” import these if scenarios are missing 6. The marketing repo is at `github.com/haruki121731-del/marketing` ## Context History <!-- Auto-appended by .github/workflows/save-context.yml --> ### 2026-04-21 01:02 JST - Trigger: `schedule` - Latest commit: `1bcff20 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 1bcff20 chore: update AI context snapshot [skip ci] 53b0d11 chore: update AI context snapshot [skip ci] 2538631 chore: update AI context snapshot [skip ci] 8de9d16 chore: update AI context snapshot [skip ci] ab59fa0 chore: update AI context snapshot [skip ci] f76ba0c chore: update AI context snapshot [skip ci] 1bb7b4d chore: update AI context snapshot [skip ci] 224ed7e chore: update AI context snapshot [skip ci] 03e11c3 chore: update AI context snapshot [skip ci] 2ef9b50 chore: update AI context snapshot [skip ci] ``` ### 2026-04-20 00:30 JST - Trigger: `schedule` - Latest commit: `53b0d11 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 53b0d11 chore: update AI context snapshot [skip ci] 2538631 chore: update AI context snapshot [skip ci] 8de9d16 chore: update AI context snapshot [skip ci] ab59fa0 chore: update AI context snapshot [skip ci] f76ba0c chore: update AI context snapshot [skip ci] 1bb7b4d chore: update AI context snapshot [skip ci] 224ed7e chore: update AI context snapshot [skip ci] 03e11c3 chore: update AI context snapshot [skip ci] 2ef9b50 chore: update AI context snapshot [skip ci] e627621 chore: update AI context snapshot [skip ci] ``` ### 2026-04-19 00:30 JST - Trigger: `schedule` - Latest commit: `2538631 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 2538631 chore: update AI context snapshot [skip ci] 8de9d16 chore: update AI context snapshot [skip ci] ab59fa0 chore: update AI context snapshot [skip ci] f76ba0c chore: update AI context snapshot [skip ci] 1bb7b4d chore: update AI context snapshot [skip ci] 224ed7e chore: update AI context snapshot [skip ci] 03e11c3 chore: update AI context snapshot [skip ci] 2ef9b50 chore: update AI context snapshot [skip ci] e627621 chore: update AI context snapshot [skip ci] f22a9ef chore: update AI context snapshot [skip ci] ``` ### 2026-04-18 00:51 JST - Trigger: `schedule` - Latest commit: `8de9d16 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 8de9d16 chore: update AI context snapshot [skip ci] ab59fa0 chore: update AI context snapshot [skip ci] f76ba0c chore: update AI context snapshot [skip ci] 1bb7b4d chore: update AI context snapshot [skip ci] 224ed7e chore: update AI context snapshot [skip ci] 03e11c3 chore: update AI context snapshot [skip ci] 2ef9b50 chore: update AI context snapshot [skip ci] e627621 chore: update AI context snapshot [skip ci] f22a9ef chore: update AI context snapshot [skip ci] cbbb0b0 chore: update AI context snapshot [skip ci] ``` ### 2026-04-17 01:16 JST - Trigger: `schedule` - Latest commit: `ab59fa0 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` ab59fa0 chore: update AI context snapshot [skip ci] f76ba0c chore: update AI context snapshot [skip ci] 1bb7b4d chore: update AI context snapshot [skip ci] 224ed7e chore: update AI context snapshot [skip ci] 03e11c3 chore: update AI context snapshot [skip ci] 2ef9b50 chore: update AI context snapshot [skip ci] e627621 chore: update AI context snapshot [skip ci] f22a9ef chore: update AI context snapshot [skip ci] cbbb0b0 chore: update AI context snapshot [skip ci] e9b2ba1 chore: update AI context snapshot [skip ci] ``` ### 2026-04-16 00:59 JST - Trigger: `schedule` - Latest commit: `f76ba0c chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` f76ba0c chore: update AI context snapshot [skip ci] 1bb7b4d chore: update AI context snapshot [skip ci] 224ed7e chore: update AI context snapshot [skip ci] 03e11c3 chore: update AI context snapshot [skip ci] 2ef9b50 chore: update AI context snapshot [skip ci] e627621 chore: update AI context snapshot [skip ci] f22a9ef chore: update AI context snapshot [skip ci] cbbb0b0 chore: update AI context snapshot [skip ci] e9b2ba1 chore: update AI context snapshot [skip ci] b52f987 chore: update AI context snapshot [skip ci] ``` ### 2026-04-15 01:02 JST - Trigger: `schedule` - Latest commit: `1bb7b4d chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 1bb7b4d chore: update AI context snapshot [skip ci] 224ed7e chore: update AI context snapshot [skip ci] 03e11c3 chore: update AI context snapshot [skip ci] 2ef9b50 chore: update AI context snapshot [skip ci] e627621 chore: update AI context snapshot [skip ci] f22a9ef chore: update AI context snapshot [skip ci] cbbb0b0 chore: update AI context snapshot [skip ci] e9b2ba1 chore: update AI context snapshot [skip ci] b52f987 chore: update AI context snapshot [skip ci] 30368e6 chore: update AI context snapshot [skip ci] ``` ### 2026-04-14 01:06 JST - Trigger: `schedule` - Latest commit: `224ed7e chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 224ed7e chore: update AI context snapshot [skip ci] 03e11c3 chore: update AI context snapshot [skip ci] 2ef9b50 chore: update AI context snapshot [skip ci] e627621 chore: update AI context snapshot [skip ci] f22a9ef chore: update AI context snapshot [skip ci] cbbb0b0 chore: update AI context snapshot [skip ci] e9b2ba1 chore: update AI context snapshot [skip ci] b52f987 chore: update AI context snapshot [skip ci] 30368e6 chore: update AI context snapshot [skip ci] 5effbba chore: update AI context snapshot [skip ci] ``` ### 2026-04-13 00:28 JST - Trigger: `schedule` - Latest commit: `03e11c3 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 03e11c3 chore: update AI context snapshot [skip ci] 2ef9b50 chore: update AI context snapshot [skip ci] e627621 chore: update AI context snapshot [skip ci] f22a9ef chore: update AI context snapshot [skip ci] cbbb0b0 chore: update AI context snapshot [skip ci] e9b2ba1 chore: update AI context snapshot [skip ci] b52f987 chore: update AI context snapshot [skip ci] 30368e6 chore: update AI context snapshot [skip ci] 5effbba chore: update AI context snapshot [skip ci] 6065822 chore: update AI context snapshot [skip ci] ``` ### 2026-04-12 00:24 JST - Trigger: `schedule` - Latest commit: `2ef9b50 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 2ef9b50 chore: update AI context snapshot [skip ci] e627621 chore: update AI context snapshot [skip ci] f22a9ef chore: update AI context snapshot [skip ci] cbbb0b0 chore: update AI context snapshot [skip ci] e9b2ba1 chore: update AI context snapshot [skip ci] b52f987 chore: update AI context snapshot [skip ci] 30368e6 chore: update AI context snapshot [skip ci] 5effbba chore: update AI context snapshot [skip ci] 6065822 chore: update AI context snapshot [skip ci] 79e0bc8 chore: update AI context snapshot [skip ci] ``` ### 2026-04-11 00:41 JST - Trigger: `schedule` - Latest commit: `e627621 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` e627621 chore: update AI context snapshot [skip ci] f22a9ef chore: update AI context snapshot [skip ci] cbbb0b0 chore: update AI context snapshot [skip ci] e9b2ba1 chore: update AI context snapshot [skip ci] b52f987 chore: update AI context snapshot [skip ci] 30368e6 chore: update AI context snapshot [skip ci] 5effbba chore: update AI context snapshot [skip ci] 6065822 chore: update AI context snapshot [skip ci] 79e0bc8 chore: update AI context snapshot [skip ci] 2f95d96 chore: update AI context snapshot [skip ci] ``` ### 2026-04-10 01:13 JST - Trigger: `schedule` - Latest commit: `f22a9ef chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` f22a9ef chore: update AI context snapshot [skip ci] cbbb0b0 chore: update AI context snapshot [skip ci] e9b2ba1 chore: update AI context snapshot [skip ci] b52f987 chore: update AI context snapshot [skip ci] 30368e6 chore: update AI context snapshot [skip ci] 5effbba chore: update AI context snapshot [skip ci] 6065822 chore: update AI context snapshot [skip ci] 79e0bc8 chore: update AI context snapshot [skip ci] 2f95d96 chore: update AI context snapshot [skip ci] e303835 chore: update AI context snapshot [skip ci] ``` ### 2026-04-09 01:09 JST - Trigger: `schedule` - Latest commit: `cbbb0b0 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` cbbb0b0 chore: update AI context snapshot [skip ci] e9b2ba1 chore: update AI context snapshot [skip ci] b52f987 chore: update AI context snapshot [skip ci] 30368e6 chore: update AI context snapshot [skip ci] 5effbba chore: update AI context snapshot [skip ci] 6065822 chore: update AI context snapshot [skip ci] 79e0bc8 chore: update AI context snapshot [skip ci] 2f95d96 chore: update AI context snapshot [skip ci] e303835 chore: update AI context snapshot [skip ci] f9b2989 chore: update AI context snapshot [skip ci] ``` ### 2026-04-08 01:05 JST - Trigger: `schedule` - Latest commit: `e9b2ba1 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` e9b2ba1 chore: update AI context snapshot [skip ci] b52f987 chore: update AI context snapshot [skip ci] 30368e6 chore: update AI context snapshot [skip ci] 5effbba chore: update AI context snapshot [skip ci] 6065822 chore: update AI context snapshot [skip ci] 79e0bc8 chore: update AI context snapshot [skip ci] 2f95d96 chore: update AI context snapshot [skip ci] e303835 chore: update AI context snapshot [skip ci] f9b2989 chore: update AI context snapshot [skip ci] 2f026e7 chore: update AI context snapshot [skip ci] ``` ### 2026-04-07 00:38 JST - Trigger: `schedule` - Latest commit: `b52f987 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` b52f987 chore: update AI context snapshot [skip ci] 30368e6 chore: update AI context snapshot [skip ci] 5effbba chore: update AI context snapshot [skip ci] 6065822 chore: update AI context snapshot [skip ci] 79e0bc8 chore: update AI context snapshot [skip ci] 2f95d96 chore: update AI context snapshot [skip ci] e303835 chore: update AI context snapshot [skip ci] f9b2989 chore: update AI context snapshot [skip ci] 2f026e7 chore: update AI context snapshot [skip ci] 2a9db61 chore: update AI context snapshot [skip ci] ``` ### 2026-04-06 00:23 JST - Trigger: `schedule` - Latest commit: `30368e6 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 30368e6 chore: update AI context snapshot [skip ci] 5effbba chore: update AI context snapshot [skip ci] 6065822 chore: update AI context snapshot [skip ci] 79e0bc8 chore: update AI context snapshot [skip ci] 2f95d96 chore: update AI context snapshot [skip ci] e303835 chore: update AI context snapshot [skip ci] f9b2989 chore: update AI context snapshot [skip ci] 2f026e7 chore: update AI context snapshot [skip ci] 2a9db61 chore: update AI context snapshot [skip ci] 314da11 chore: update AI context snapshot [skip ci] ``` ### 2026-04-05 00:22 JST - Trigger: `schedule` - Latest commit: `5effbba chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 5effbba chore: update AI context snapshot [skip ci] 6065822 chore: update AI context snapshot [skip ci] 79e0bc8 chore: update AI context snapshot [skip ci] 2f95d96 chore: update AI context snapshot [skip ci] e303835 chore: update AI context snapshot [skip ci] f9b2989 chore: update AI context snapshot [skip ci] 2f026e7 chore: update AI context snapshot [skip ci] 2a9db61 chore: update AI context snapshot [skip ci] 314da11 chore: update AI context snapshot [skip ci] 8b87d46 chore: update AI context snapshot [skip ci] ``` ### 2026-04-04 00:33 JST - Trigger: `schedule` - Latest commit: `6065822 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 6065822 chore: update AI context snapshot [skip ci] 79e0bc8 chore: update AI context snapshot [skip ci] 2f95d96 chore: update AI context snapshot [skip ci] e303835 chore: update AI context snapshot [skip ci] f9b2989 chore: update AI context snapshot [skip ci] 2f026e7 chore: update AI context snapshot [skip ci] 2a9db61 chore: update AI context snapshot [skip ci] 314da11 chore: update AI context snapshot [skip ci] 8b87d46 chore: update AI context snapshot [skip ci] 2e6f1ec chore: update AI context snapshot [skip ci] ``` ### 2026-04-03 00:52 JST - Trigger: `schedule` - Latest commit: `79e0bc8 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 79e0bc8 chore: update AI context snapshot [skip ci] 2f95d96 chore: update AI context snapshot [skip ci] e303835 chore: update AI context snapshot [skip ci] f9b2989 chore: update AI context snapshot [skip ci] 2f026e7 chore: update AI context snapshot [skip ci] 2a9db61 chore: update AI context snapshot [skip ci] 314da11 chore: update AI context snapshot [skip ci] 8b87d46 chore: update AI context snapshot [skip ci] 2e6f1ec chore: update AI context snapshot [skip ci] 36c878d chore: update AI context snapshot [skip ci] ``` ### 2026-04-02 01:02 JST - Trigger: `schedule` - Latest commit: `2f95d96 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 2f95d96 chore: update AI context snapshot [skip ci] e303835 chore: update AI context snapshot [skip ci] f9b2989 chore: update AI context snapshot [skip ci] 2f026e7 chore: update AI context snapshot [skip ci] 2a9db61 chore: update AI context snapshot [skip ci] 314da11 chore: update AI context snapshot [skip ci] 8b87d46 chore: update AI context snapshot [skip ci] 2e6f1ec chore: update AI context snapshot [skip ci] 36c878d chore: update AI context snapshot [skip ci] 4dfc4e3 chore: update AI context snapshot [skip ci] ``` ### 2026-04-01 01:00 JST - Trigger: `schedule` - Latest commit: `e303835 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` e303835 chore: update AI context snapshot [skip ci] f9b2989 chore: update AI context snapshot [skip ci] 2f026e7 chore: update AI context snapshot [skip ci] 2a9db61 chore: update AI context snapshot [skip ci] 314da11 chore: update AI context snapshot [skip ci] 8b87d46 chore: update AI context snapshot [skip ci] 2e6f1ec chore: update AI context snapshot [skip ci] 36c878d chore: update AI context snapshot [skip ci] 4dfc4e3 chore: update AI context snapshot [skip ci] 66cf635 chore: update AI context snapshot [skip ci] ``` ### 2026-03-31 01:00 JST - Trigger: `schedule` - Latest commit: `f9b2989 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` f9b2989 chore: update AI context snapshot [skip ci] 2f026e7 chore: update AI context snapshot [skip ci] 2a9db61 chore: update AI context snapshot [skip ci] 314da11 chore: update AI context snapshot [skip ci] 8b87d46 chore: update AI context snapshot [skip ci] 2e6f1ec chore: update AI context snapshot [skip ci] 36c878d chore: update AI context snapshot [skip ci] 4dfc4e3 chore: update AI context snapshot [skip ci] 66cf635 chore: update AI context snapshot [skip ci] 9c39014 chore: update AI context snapshot [skip ci] ``` ### 2026-03-30 00:22 JST - Trigger: `schedule` - Latest commit: `2f026e7 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 2f026e7 chore: update AI context snapshot [skip ci] 2a9db61 chore: update AI context snapshot [skip ci] 314da11 chore: update AI context snapshot [skip ci] 8b87d46 chore: update AI context snapshot [skip ci] 2e6f1ec chore: update AI context snapshot [skip ci] 36c878d chore: update AI context snapshot [skip ci] 4dfc4e3 chore: update AI context snapshot [skip ci] 66cf635 chore: update AI context snapshot [skip ci] 9c39014 chore: update AI context snapshot [skip ci] efb0b8f chore: update AI context snapshot [skip ci] ``` ### 2026-03-29 00:22 JST - Trigger: `schedule` - Latest commit: `2a9db61 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 2a9db61 chore: update AI context snapshot [skip ci] 314da11 chore: update AI context snapshot [skip ci] 8b87d46 chore: update AI context snapshot [skip ci] 2e6f1ec chore: update AI context snapshot [skip ci] 36c878d chore: update AI context snapshot [skip ci] 4dfc4e3 chore: update AI context snapshot [skip ci] 66cf635 chore: update AI context snapshot [skip ci] 9c39014 chore: update AI context snapshot [skip ci] efb0b8f chore: update AI context snapshot [skip ci] 30fd4a5 chore: update AI context snapshot [skip ci] ``` ### 2026-03-28 00:42 JST - Trigger: `schedule` - Latest commit: `314da11 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 314da11 chore: update AI context snapshot [skip ci] 8b87d46 chore: update AI context snapshot [skip ci] 2e6f1ec chore: update AI context snapshot [skip ci] 36c878d chore: update AI context snapshot [skip ci] 4dfc4e3 chore: update AI context snapshot [skip ci] 66cf635 chore: update AI context snapshot [skip ci] 9c39014 chore: update AI context snapshot [skip ci] efb0b8f chore: update AI context snapshot [skip ci] 30fd4a5 chore: update AI context snapshot [skip ci] e3d6217 chore: update AI context snapshot [skip ci] ``` ### 2026-03-27 01:03 JST - Trigger: `schedule` - Latest commit: `8b87d46 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 8b87d46 chore: update AI context snapshot [skip ci] 2e6f1ec chore: update AI context snapshot [skip ci] 36c878d chore: update AI context snapshot [skip ci] 4dfc4e3 chore: update AI context snapshot [skip ci] 66cf635 chore: update AI context snapshot [skip ci] 9c39014 chore: update AI context snapshot [skip ci] efb0b8f chore: update AI context snapshot [skip ci] 30fd4a5 chore: update AI context snapshot [skip ci] e3d6217 chore: update AI context snapshot [skip ci] 5aad69c chore: update AI context snapshot [skip ci] ``` ### 2026-03-26 01:01 JST - Trigger: `schedule` - Latest commit: `2e6f1ec chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 2e6f1ec chore: update AI context snapshot [skip ci] 36c878d chore: update AI context snapshot [skip ci] 4dfc4e3 chore: update AI context snapshot [skip ci] 66cf635 chore: update AI context snapshot [skip ci] 9c39014 chore: update AI context snapshot [skip ci] efb0b8f chore: update AI context snapshot [skip ci] 30fd4a5 chore: update AI context snapshot [skip ci] e3d6217 chore: update AI context snapshot [skip ci] 5aad69c chore: update AI context snapshot [skip ci] 18ec24a chore: update AI context snapshot [skip ci] ``` ### 2026-03-25 00:57 JST - Trigger: `schedule` - Latest commit: `36c878d chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 36c878d chore: update AI context snapshot [skip ci] 4dfc4e3 chore: update AI context snapshot [skip ci] 66cf635 chore: update AI context snapshot [skip ci] 9c39014 chore: update AI context snapshot [skip ci] efb0b8f chore: update AI context snapshot [skip ci] 30fd4a5 chore: update AI context snapshot [skip ci] e3d6217 chore: update AI context snapshot [skip ci] 5aad69c chore: update AI context snapshot [skip ci] 18ec24a chore: update AI context snapshot [skip ci] 383565a chore: update AI context snapshot [skip ci] ``` ### 2026-03-24 00:53 JST - Trigger: `schedule` - Latest commit: `4dfc4e3 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 4dfc4e3 chore: update AI context snapshot [skip ci] 66cf635 chore: update AI context snapshot [skip ci] 9c39014 chore: update AI context snapshot [skip ci] efb0b8f chore: update AI context snapshot [skip ci] 30fd4a5 chore: update AI context snapshot [skip ci] e3d6217 chore: update AI context snapshot [skip ci] 5aad69c chore: update AI context snapshot [skip ci] 18ec24a chore: update AI context snapshot [skip ci] 383565a chore: update AI context snapshot [skip ci] 1f8e14c chore: update AI context snapshot [skip ci] ``` ### 2026-03-23 00:17 JST - Trigger: `schedule` - Latest commit: `66cf635 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 66cf635 chore: update AI context snapshot [skip ci] 9c39014 chore: update AI context snapshot [skip ci] efb0b8f chore: update AI context snapshot [skip ci] 30fd4a5 chore: update AI context snapshot [skip ci] e3d6217 chore: update AI context snapshot [skip ci] 5aad69c chore: update AI context snapshot [skip ci] 18ec24a chore: update AI context snapshot [skip ci] 383565a chore: update AI context snapshot [skip ci] 1f8e14c chore: update AI context snapshot [skip ci] d152559 chore: update AI context snapshot [skip ci] ``` ### 2026-03-22 00:17 JST - Trigger: `schedule` - Latest commit: `9c39014 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 9c39014 chore: update AI context snapshot [skip ci] efb0b8f chore: update AI context snapshot [skip ci] 30fd4a5 chore: update AI context snapshot [skip ci] e3d6217 chore: update AI context snapshot [skip ci] 5aad69c chore: update AI context snapshot [skip ci] 18ec24a chore: update AI context snapshot [skip ci] 383565a chore: update AI context snapshot [skip ci] 1f8e14c chore: update AI context snapshot [skip ci] d152559 chore: update AI context snapshot [skip ci] c2c9f71 chore: update AI context snapshot [skip ci] ``` ### 2026-03-21 00:35 JST - Trigger: `schedule` - Latest commit: `efb0b8f chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` efb0b8f chore: update AI context snapshot [skip ci] 30fd4a5 chore: update AI context snapshot [skip ci] e3d6217 chore: update AI context snapshot [skip ci] 5aad69c chore: update AI context snapshot [skip ci] 18ec24a chore: update AI context snapshot [skip ci] 383565a chore: update AI context snapshot [skip ci] 1f8e14c chore: update AI context snapshot [skip ci] d152559 chore: update AI context snapshot [skip ci] c2c9f71 chore: update AI context snapshot [skip ci] e12f90f chore: update AI context snapshot [skip ci] ``` ### 2026-03-20 00:44 JST - Trigger: `schedule` - Latest commit: `30fd4a5 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 30fd4a5 chore: update AI context snapshot [skip ci] e3d6217 chore: update AI context snapshot [skip ci] 5aad69c chore: update AI context snapshot [skip ci] 18ec24a chore: update AI context snapshot [skip ci] 383565a chore: update AI context snapshot [skip ci] 1f8e14c chore: update AI context snapshot [skip ci] d152559 chore: update AI context snapshot [skip ci] c2c9f71 chore: update AI context snapshot [skip ci] e12f90f chore: update AI context snapshot [skip ci] 4776631 chore: update AI context snapshot [skip ci] ``` ### 2026-03-19 01:01 JST - Trigger: `schedule` - Latest commit: `e3d6217 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` e3d6217 chore: update AI context snapshot [skip ci] 5aad69c chore: update AI context snapshot [skip ci] 18ec24a chore: update AI context snapshot [skip ci] 383565a chore: update AI context snapshot [skip ci] 1f8e14c chore: update AI context snapshot [skip ci] d152559 chore: update AI context snapshot [skip ci] c2c9f71 chore: update AI context snapshot [skip ci] e12f90f chore: update AI context snapshot [skip ci] 4776631 chore: update AI context snapshot [skip ci] 01ebd7f chore: update AI context snapshot [skip ci] ``` ### 2026-03-18 00:56 JST - Trigger: `schedule` - Latest commit: `5aad69c chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 5aad69c chore: update AI context snapshot [skip ci] 18ec24a chore: update AI context snapshot [skip ci] 383565a chore: update AI context snapshot [skip ci] 1f8e14c chore: update AI context snapshot [skip ci] d152559 chore: update AI context snapshot [skip ci] c2c9f71 chore: update AI context snapshot [skip ci] e12f90f chore: update AI context snapshot [skip ci] 4776631 chore: update AI context snapshot [skip ci] 01ebd7f chore: update AI context snapshot [skip ci] f3a703c chore: update AI context snapshot [skip ci] ``` ### 2026-03-17 00:57 JST - Trigger: `schedule` - Latest commit: `18ec24a chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 18ec24a chore: update AI context snapshot [skip ci] 383565a chore: update AI context snapshot [skip ci] 1f8e14c chore: update AI context snapshot [skip ci] d152559 chore: update AI context snapshot [skip ci] c2c9f71 chore: update AI context snapshot [skip ci] e12f90f chore: update AI context snapshot [skip ci] 4776631 chore: update AI context snapshot [skip ci] 01ebd7f chore: update AI context snapshot [skip ci] f3a703c chore: update AI context snapshot [skip ci] 768a469 chore: update AI context snapshot [skip ci] ``` ### 2026-03-16 00:20 JST - Trigger: `schedule` - Latest commit: `383565a chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 383565a chore: update AI context snapshot [skip ci] 1f8e14c chore: update AI context snapshot [skip ci] d152559 chore: update AI context snapshot [skip ci] c2c9f71 chore: update AI context snapshot [skip ci] e12f90f chore: update AI context snapshot [skip ci] 4776631 chore: update AI context snapshot [skip ci] 01ebd7f chore: update AI context snapshot [skip ci] f3a703c chore: update AI context snapshot [skip ci] 768a469 chore: update AI context snapshot [skip ci] 242d60b πŸ”§ Fix permissions and deprecated syntax in ai-code.yml ``` ### 2026-03-15 00:19 JST - Trigger: `schedule` - Latest commit: `1f8e14c chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 1f8e14c chore: update AI context snapshot [skip ci] d152559 chore: update AI context snapshot [skip ci] c2c9f71 chore: update AI context snapshot [skip ci] e12f90f chore: update AI context snapshot [skip ci] 4776631 chore: update AI context snapshot [skip ci] 01ebd7f chore: update AI context snapshot [skip ci] f3a703c chore: update AI context snapshot [skip ci] 768a469 chore: update AI context snapshot [skip ci] 242d60b πŸ”§ Fix permissions and deprecated syntax in ai-code.yml b048205 πŸ”§ Fix permissions and deprecated syntax in self-improvement.yml ``` ### 2026-03-14 00:34 JST - Trigger: `schedule` - Latest commit: `d152559 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` d152559 chore: update AI context snapshot [skip ci] c2c9f71 chore: update AI context snapshot [skip ci] e12f90f chore: update AI context snapshot [skip ci] 4776631 chore: update AI context snapshot [skip ci] 01ebd7f chore: update AI context snapshot [skip ci] f3a703c chore: update AI context snapshot [skip ci] 768a469 chore: update AI context snapshot [skip ci] 242d60b πŸ”§ Fix permissions and deprecated syntax in ai-code.yml b048205 πŸ”§ Fix permissions and deprecated syntax in self-improvement.yml ccd9c30 πŸ”§ Fix permissions and deprecated syntax in ai-consensus.yml ``` ### 2026-03-13 00:50 JST - Trigger: `schedule` - Latest commit: `c2c9f71 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` c2c9f71 chore: update AI context snapshot [skip ci] e12f90f chore: update AI context snapshot [skip ci] 4776631 chore: update AI context snapshot [skip ci] 01ebd7f chore: update AI context snapshot [skip ci] f3a703c chore: update AI context snapshot [skip ci] 768a469 chore: update AI context snapshot [skip ci] 242d60b πŸ”§ Fix permissions and deprecated syntax in ai-code.yml b048205 πŸ”§ Fix permissions and deprecated syntax in self-improvement.yml ccd9c30 πŸ”§ Fix permissions and deprecated syntax in ai-consensus.yml 3442b01 πŸ”§ Fix permissions and deprecated syntax in health-monitor.yml ``` ### 2026-03-12 00:39 JST - Trigger: `schedule` - Latest commit: `e12f90f chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` e12f90f chore: update AI context snapshot [skip ci] 4776631 chore: update AI context snapshot [skip ci] 01ebd7f chore: update AI context snapshot [skip ci] f3a703c chore: update AI context snapshot [skip ci] 768a469 chore: update AI context snapshot [skip ci] 242d60b πŸ”§ Fix permissions and deprecated syntax in ai-code.yml b048205 πŸ”§ Fix permissions and deprecated syntax in self-improvement.yml ccd9c30 πŸ”§ Fix permissions and deprecated syntax in ai-consensus.yml 3442b01 πŸ”§ Fix permissions and deprecated syntax in health-monitor.yml 8847254 chore: update AI context snapshot [skip ci] ``` ### 2026-03-11 00:52 JST - Trigger: `schedule` - Latest commit: `4776631 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 4776631 chore: update AI context snapshot [skip ci] 01ebd7f chore: update AI context snapshot [skip ci] f3a703c chore: update AI context snapshot [skip ci] 768a469 chore: update AI context snapshot [skip ci] 242d60b πŸ”§ Fix permissions and deprecated syntax in ai-code.yml b048205 πŸ”§ Fix permissions and deprecated syntax in self-improvement.yml ccd9c30 πŸ”§ Fix permissions and deprecated syntax in ai-consensus.yml 3442b01 πŸ”§ Fix permissions and deprecated syntax in health-monitor.yml 8847254 chore: update AI context snapshot [skip ci] 8565d26 chore: update AI context snapshot [skip ci] ``` ### 2026-03-10 00:50 JST - Trigger: `schedule` - Latest commit: `01ebd7f chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 01ebd7f chore: update AI context snapshot [skip ci] f3a703c chore: update AI context snapshot [skip ci] 768a469 chore: update AI context snapshot [skip ci] 242d60b πŸ”§ Fix permissions and deprecated syntax in ai-code.yml b048205 πŸ”§ Fix permissions and deprecated syntax in self-improvement.yml ccd9c30 πŸ”§ Fix permissions and deprecated syntax in ai-consensus.yml 3442b01 πŸ”§ Fix permissions and deprecated syntax in health-monitor.yml 8847254 chore: update AI context snapshot [skip ci] 8565d26 chore: update AI context snapshot [skip ci] 5d35a5a chore: update AI context snapshot [skip ci] ``` ### 2026-03-09 00:15 JST - Trigger: `schedule` - Latest commit: `f3a703c chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` f3a703c chore: update AI context snapshot [skip ci] 768a469 chore: update AI context snapshot [skip ci] 242d60b πŸ”§ Fix permissions and deprecated syntax in ai-code.yml b048205 πŸ”§ Fix permissions and deprecated syntax in self-improvement.yml ccd9c30 πŸ”§ Fix permissions and deprecated syntax in ai-consensus.yml 3442b01 πŸ”§ Fix permissions and deprecated syntax in health-monitor.yml 8847254 chore: update AI context snapshot [skip ci] 8565d26 chore: update AI context snapshot [skip ci] 5d35a5a chore: update AI context snapshot [skip ci] 037f70f chore: update AI context snapshot [skip ci] ``` ### 2026-03-08 00:14 JST - Trigger: `schedule` - Latest commit: `768a469 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 768a469 chore: update AI context snapshot [skip ci] 242d60b πŸ”§ Fix permissions and deprecated syntax in ai-code.yml b048205 πŸ”§ Fix permissions and deprecated syntax in self-improvement.yml ccd9c30 πŸ”§ Fix permissions and deprecated syntax in ai-consensus.yml 3442b01 πŸ”§ Fix permissions and deprecated syntax in health-monitor.yml 8847254 chore: update AI context snapshot [skip ci] 8565d26 chore: update AI context snapshot [skip ci] 5d35a5a chore: update AI context snapshot [skip ci] 037f70f chore: update AI context snapshot [skip ci] 6706607 feat: Hybrid LLM system (co-vibe + Ollama router) + AI context persistence ``` ### 2026-03-07 00:28 JST - Trigger: `schedule` - Latest commit: `242d60b πŸ”§ Fix permissions and deprecated syntax in ai-code.yml` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 242d60b πŸ”§ Fix permissions and deprecated syntax in ai-code.yml b048205 πŸ”§ Fix permissions and deprecated syntax in self-improvement.yml ccd9c30 πŸ”§ Fix permissions and deprecated syntax in ai-consensus.yml 3442b01 πŸ”§ Fix permissions and deprecated syntax in health-monitor.yml 8847254 chore: update AI context snapshot [skip ci] 8565d26 chore: update AI context snapshot [skip ci] 5d35a5a chore: update AI context snapshot [skip ci] 037f70f chore: update AI context snapshot [skip ci] 6706607 feat: Hybrid LLM system (co-vibe + Ollama router) + AI context persistence b4975e6 chore: update AI context snapshot [skip ci] ``` ### 2026-03-06 00:42 JST - Trigger: `schedule` - Latest commit: `8565d26 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 8565d26 chore: update AI context snapshot [skip ci] 5d35a5a chore: update AI context snapshot [skip ci] 037f70f chore: update AI context snapshot [skip ci] 6706607 feat: Hybrid LLM system (co-vibe + Ollama router) + AI context persistence b4975e6 chore: update AI context snapshot [skip ci] 52e5937 chore: update AI context snapshot [skip ci] dbb6257 merge: PR #39 β€” CPU worker improvements + ROADMAP ad8d5eb merge: rebase PR #39 on updated main after PR #42 merge e012f52 chore: update AI context snapshot [skip ci] cb98a3f merge: PR #42 β€” billing, SaladCloud, landing page, CPU worker fix ``` ### 2026-03-05 00:31 JST - Trigger: `schedule` - Latest commit: `5d35a5a chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 5d35a5a chore: update AI context snapshot [skip ci] 037f70f chore: update AI context snapshot [skip ci] 6706607 feat: Hybrid LLM system (co-vibe + Ollama router) + AI context persistence b4975e6 chore: update AI context snapshot [skip ci] 52e5937 chore: update AI context snapshot [skip ci] dbb6257 merge: PR #39 β€” CPU worker improvements + ROADMAP ad8d5eb merge: rebase PR #39 on updated main after PR #42 merge e012f52 chore: update AI context snapshot [skip ci] cb98a3f merge: PR #42 β€” billing, SaladCloud, landing page, CPU worker fix cbcb3f3 fix(ci): remove unused Path import in cpu-worker ``` ### 2026-03-04 00:39 JST - Trigger: `schedule` - Latest commit: `037f70f chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 037f70f chore: update AI context snapshot [skip ci] 6706607 feat: Hybrid LLM system (co-vibe + Ollama router) + AI context persistence b4975e6 chore: update AI context snapshot [skip ci] 52e5937 chore: update AI context snapshot [skip ci] dbb6257 merge: PR #39 β€” CPU worker improvements + ROADMAP ad8d5eb merge: rebase PR #39 on updated main after PR #42 merge e012f52 chore: update AI context snapshot [skip ci] cb98a3f merge: PR #42 β€” billing, SaladCloud, landing page, CPU worker fix cbcb3f3 fix(ci): remove unused Path import in cpu-worker 1d8b1a6 merge: resolve conflicts between claude/fix-issue-8CmuF and claude/interesting-roentgen ``` ### 2026-03-03 00:33 JST - Trigger: `schedule` - Latest commit: `6706607 feat: Hybrid LLM system (co-vibe + Ollama router) + AI context persistence` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 6706607 feat: Hybrid LLM system (co-vibe + Ollama router) + AI context persistence b4975e6 chore: update AI context snapshot [skip ci] 52e5937 chore: update AI context snapshot [skip ci] dbb6257 merge: PR #39 β€” CPU worker improvements + ROADMAP ad8d5eb merge: rebase PR #39 on updated main after PR #42 merge e012f52 chore: update AI context snapshot [skip ci] cb98a3f merge: PR #42 β€” billing, SaladCloud, landing page, CPU worker fix cbcb3f3 fix(ci): remove unused Path import in cpu-worker 1d8b1a6 merge: resolve conflicts between claude/fix-issue-8CmuF and claude/interesting-roentgen 435d640 chore: update AI context snapshot [skip ci] ``` ### 2026-03-02 10:32 JST - Trigger: `workflow_run` - Latest commit: `52e5937 chore: update AI context snapshot [skip ci]` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` 52e5937 chore: update AI context snapshot [skip ci] dbb6257 merge: PR #39 β€” CPU worker improvements + ROADMAP ad8d5eb merge: rebase PR #39 on updated main after PR #42 merge e012f52 chore: update AI context snapshot [skip ci] cb98a3f merge: PR #42 β€” billing, SaladCloud, landing page, CPU worker fix cbcb3f3 fix(ci): remove unused Path import in cpu-worker 1d8b1a6 merge: resolve conflicts between claude/fix-issue-8CmuF and claude/interesting-roentgen 435d640 chore: update AI context snapshot [skip ci] c5190df merge: resolve conflicts between main and claude/interesting-roentgen b1b05ea Merge remote-tracking branch 'origin/main' into claude/magical-lamarr ``` ### 2026-03-02 10:32 JST - Trigger: `issues` - Latest commit: `dbb6257 merge: PR #39 β€” CPU worker improvements + ROADMAP` - Open ai-code issues (1): - #43: [TEST] ai-code label trigger ``` dbb6257 merge: PR #39 β€” CPU worker improvements + ROADMAP ad8d5eb merge: rebase PR #39 on updated main after PR #42 merge e012f52 chore: update AI context snapshot [skip ci] cb98a3f merge: PR #42 β€” billing, SaladCloud, landing page, CPU worker fix cbcb3f3 fix(ci): remove unused Path import in cpu-worker 1d8b1a6 merge: resolve conflicts between claude/fix-issue-8CmuF and claude/interesting-roentgen 435d640 chore: update AI context snapshot [skip ci] c5190df merge: resolve conflicts between main and claude/interesting-roentgen b1b05ea Merge remote-tracking branch 'origin/main' into claude/magical-lamarr d734f38 fix: resolve mypy no-any-return errors in salad.py and database.py ``` ### 2026-03-02 10:06 JST - Trigger: `issues` - Latest commit: `cb98a3f merge: PR #42 β€” billing, SaladCloud, landing page, CPU worker fix` - No open ai-code issues ``` cb98a3f merge: PR #42 β€” billing, SaladCloud, landing page, CPU worker fix cbcb3f3 fix(ci): remove unused Path import in cpu-worker 1d8b1a6 merge: resolve conflicts between claude/fix-issue-8CmuF and claude/interesting-roentgen 435d640 chore: update AI context snapshot [skip ci] c5190df merge: resolve conflicts between main and claude/interesting-roentgen d734f38 fix: resolve mypy no-any-return errors in salad.py and database.py 34f06eb feat: address all open issues (#31-#38) β€” unified LP, CPU worker, Stripe, scale-to-zero, growth engine 3d54657 chore: update AI context snapshot [skip ci] c23756d chore: update AI context snapshot [skip ci] 794843f chore: update AI context snapshot [skip ci] ``` ### 2026-03-02 00:14 JST - Trigger: `schedule` - Latest commit: `3d54657 chore: update AI context snapshot [skip ci]` - No open ai-code issues ``` 3d54657 chore: update AI context snapshot [skip ci] c23756d chore: update AI context snapshot [skip ci] 794843f chore: update AI context snapshot [skip ci] 68159fb chore: update AI context snapshot [skip ci] 713afbf chore: update AI context snapshot [skip ci] ff72ea9 chore: update AI context snapshot [skip ci] c3e9e95 chore: update AI context snapshot [skip ci] cff99a8 chore: update AI context snapshot [skip ci] 92f5444 Add self-improving article writing system with reinforcement learning fe56f89 Add Β₯10,000 initial investment battle plan - 30-day sprint to profitability ``` ### 2026-03-01 10:02 JST - Trigger: `issues` - Latest commit: `c23756d chore: update AI context snapshot [skip ci]` - No open ai-code issues ``` c23756d chore: update AI context snapshot [skip ci] 794843f chore: update AI context snapshot [skip ci] 68159fb chore: update AI context snapshot [skip ci] 713afbf chore: update AI context snapshot [skip ci] ff72ea9 chore: update AI context snapshot [skip ci] c3e9e95 chore: update AI context snapshot [skip ci] cff99a8 chore: update AI context snapshot [skip ci] 92f5444 Add self-improving article writing system with reinforcement learning fe56f89 Add Β₯10,000 initial investment battle plan - 30-day sprint to profitability 33d3cab Add detailed company cost roadmap - zero to profit phase plan ``` ### 2026-03-01 10:02 JST - Trigger: `issues` - Latest commit: `794843f chore: update AI context snapshot [skip ci]` - No open ai-code issues ``` 794843f chore: update AI context snapshot [skip ci] 68159fb chore: update AI context snapshot [skip ci] 713afbf chore: update AI context snapshot [skip ci] ff72ea9 chore: update AI context snapshot [skip ci] c3e9e95 chore: update AI context snapshot [skip ci] cff99a8 chore: update AI context snapshot [skip ci] 92f5444 Add self-improving article writing system with reinforcement learning fe56f89 Add Β₯10,000 initial investment battle plan - 30-day sprint to profitability 33d3cab Add detailed company cost roadmap - zero to profit phase plan f897625 Add AI Development Factory: local LLM parallel execution system with 165+ agents ``` ### 2026-03-01 10:02 JST - Trigger: `issues` - Latest commit: `68159fb chore: update AI context snapshot [skip ci]` - No open ai-code issues ``` 68159fb chore: update AI context snapshot [skip ci] 713afbf chore: update AI context snapshot [skip ci] ff72ea9 chore: update AI context snapshot [skip ci] c3e9e95 chore: update AI context snapshot [skip ci] cff99a8 chore: update AI context snapshot [skip ci] 92f5444 Add self-improving article writing system with reinforcement learning fe56f89 Add Β₯10,000 initial investment battle plan - 30-day sprint to profitability 33d3cab Add detailed company cost roadmap - zero to profit phase plan f897625 Add AI Development Factory: local LLM parallel execution system with 165+ agents 516e743 Add self-evolving AI organization system with multi-team collaboration ``` ### 2026-03-01 10:01 JST - Trigger: `issues` - Latest commit: `713afbf chore: update AI context snapshot [skip ci]` - No open ai-code issues ``` 713afbf chore: update AI context snapshot [skip ci] ff72ea9 chore: update AI context snapshot [skip ci] c3e9e95 chore: update AI context snapshot [skip ci] cff99a8 chore: update AI context snapshot [skip ci] 92f5444 Add self-improving article writing system with reinforcement learning fe56f89 Add Β₯10,000 initial investment battle plan - 30-day sprint to profitability 33d3cab Add detailed company cost roadmap - zero to profit phase plan f897625 Add AI Development Factory: local LLM parallel execution system with 165+ agents 516e743 Add self-evolving AI organization system with multi-team collaboration 5c5851a Add implementation status report - progress summary ``` ### 2026-03-01 10:01 JST - Trigger: `issues` - Latest commit: `ff72ea9 chore: update AI context snapshot [skip ci]` - No open ai-code issues ``` ff72ea9 chore: update AI context snapshot [skip ci] c3e9e95 chore: update AI context snapshot [skip ci] cff99a8 chore: update AI context snapshot [skip ci] 92f5444 Add self-improving article writing system with reinforcement learning fe56f89 Add Β₯10,000 initial investment battle plan - 30-day sprint to profitability 33d3cab Add detailed company cost roadmap - zero to profit phase plan f897625 Add AI Development Factory: local LLM parallel execution system with 165+ agents 516e743 Add self-evolving AI organization system with multi-team collaboration 5c5851a Add implementation status report - progress summary 289e14b Add Stripe subscription integration with free tier limits (5 images/month) ``` ### 2026-03-01 10:01 JST - Trigger: `issues` - Latest commit: `c3e9e95 chore: update AI context snapshot [skip ci]` - No open ai-code issues ``` c3e9e95 chore: update AI context snapshot [skip ci] cff99a8 chore: update AI context snapshot [skip ci] 92f5444 Add self-improving article writing system with reinforcement learning fe56f89 Add Β₯10,000 initial investment battle plan - 30-day sprint to profitability 33d3cab Add detailed company cost roadmap - zero to profit phase plan f897625 Add AI Development Factory: local LLM parallel execution system with 165+ agents 516e743 Add self-evolving AI organization system with multi-team collaboration 5c5851a Add implementation status report - progress summary 289e14b Add Stripe subscription integration with free tier limits (5 images/month) 7baa67b Add CPU worker for free tier processing - zero GPU cost ``` ### 2026-03-01 10:00 JST - Trigger: `issues` - Latest commit: `cff99a8 chore: update AI context snapshot [skip ci]` - No open ai-code issues ``` cff99a8 chore: update AI context snapshot [skip ci] 92f5444 Add self-improving article writing system with reinforcement learning fe56f89 Add Β₯10,000 initial investment battle plan - 30-day sprint to profitability 33d3cab Add detailed company cost roadmap - zero to profit phase plan f897625 Add AI Development Factory: local LLM parallel execution system with 165+ agents 516e743 Add self-evolving AI organization system with multi-team collaboration 5c5851a Add implementation status report - progress summary 289e14b Add Stripe subscription integration with free tier limits (5 images/month) 7baa67b Add CPU worker for free tier processing - zero GPU cost 381d11b Add global expansion strategy for protecting 10M creators worldwide ``` ### 2026-03-01 00:14 JST - Trigger: `schedule` - Latest commit: `92f5444 Add self-improving article writing system with reinforcement learning` - No open ai-code issues ``` 92f5444 Add self-improving article writing system with reinforcement learning fe56f89 Add Β₯10,000 initial investment battle plan - 30-day sprint to profitability 33d3cab Add detailed company cost roadmap - zero to profit phase plan f897625 Add AI Development Factory: local LLM parallel execution system with 165+ agents 516e743 Add self-evolving AI organization system with multi-team collaboration 5c5851a Add implementation status report - progress summary 289e14b Add Stripe subscription integration with free tier limits (5 images/month) 7baa67b Add CPU worker for free tier processing - zero GPU cost 381d11b Add global expansion strategy for protecting 10M creators worldwide ede4253 Claude/setup gpu worker r bnd5 (#29) ```