62 lines
3.4 KiB
Markdown
62 lines
3.4 KiB
Markdown
# Memory Log - 2026-01-31
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## Work Completed
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### Smart Model Routing System
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- **What:** Implemented cost-saving model routing — Sonnet as default, auto-escalate to Opus for complex work
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- **Files changed:** AGENTS.md (added mandatory routing rules), model-routing-rules.md (standalone reference)
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- **Impact:** ~3-4x more runway per weekly cycle by keeping 70%+ of interactions on Sonnet
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- **Rule:** Every reply now tagged with `· sonnet` or `· opus` for transparency
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### SongSense Product Architecture (Opus)
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- **What:** Designed full product architecture for AI-powered music analysis app
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- **User flow:** Upload/paste link → Processing with game → Review reveal with shareable link
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- **Tech stack:** Next.js, BullMQ, Whisper API, songsee, Claude API, PostgreSQL, Redis
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- **Monetization:** Free tier (3 songs/day), Pro ($9.99/mo unlimited), Enterprise
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- **Cost per analysis:** ~$0.04-$0.15
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- **MVP phases:** 4 weeks (landing page → processing pipeline → game → payments)
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- **Jake's directive:** Build it with a team of paired agents (groups of 2) that push each other and double-check work
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- **Status:** Architecture approved, awaiting agent team build
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### Das Surya Album Review
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- **New lyrics transcribed:** tracks 7-14 (dreamcatcher interlude, idk, with u, poor you poor me, wait 4 u, run to u, medications, hollow)
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- **Full review written:** das-surya-review/REVIEW.md
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- **Location:** das-surya-review/ (lyrics/, analysis/, mp3/, wav/)
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### Burton Method Research Intel
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- **Updated:** memory/burton-method-research-intel.md with major findings
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- **Key findings:**
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- LSAC stealth-changed LSAT RC section (comparative reading no longer guaranteed)
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- 2026 admissions cycle exploding — applicants up 33%, applications up 27%
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- 7Sage launched full platform redesign (drill-first philosophy)
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- LSAT Demon and Blueprint fastest to react with content
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- AdeptLR spotted as new AI-adaptive LSAT competitor
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- Microsoft Study & Learn agent entering adaptive learning space
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### Cron Jobs Ran Successfully
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- Daily TLDR to #tldr channel
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- EdTech intel scan (6 items posted, score 6+)
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- Competitor digest (4 messages to #competitor-digest)
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- Daily memory checkpoint (this file)
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## Decisions Made
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- **Sonnet as default model** — only escalate to Opus for complex architecture, deep research, creative work
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- **Agent pairing strategy** for SongSense build — groups of 2 agents that double-check each other
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- **SongSense game choice** — Start with Interactive Visualizer (easier, educational), add rhythm game later as premium
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- **Label every reply** with model tag for cost tracking
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## Next Steps
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- **BUILD SONGSENSE** — Jake wants it built now with paired agent teams
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- Spawn agent pairs to work on: frontend, backend/pipeline, game/visualizer, infrastructure
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- Continue MCP ecosystem work (30 servers need testing, GitHub publishing)
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- Iterate on MCP Animation Framework based on feedback
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- Commit & push GHL-MCP submodule changes
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## Notable Context for Future Me
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- Jake is on an Opus 4.5 high — energy is UP, wants to build fast
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- SongSense is the new hot project — full product with monetization potential
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- Model routing is now a mandatory rule in AGENTS.md — enforce it
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- Burton Method research found a major content opportunity (LSAT RC change) — competitors already publishing
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- Das Surya review is complete with full lyrics and analysis
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- Workspace has untracked files: das-surya-review/, model-routing-rules.md
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