AI For Dev

tasks

2 min read

Tasks

Things to investigate, try, or read. Added automatically during ingest. Check off when done.

To Investigate

  • Karpathy’s LLM Wiki Gist — the original idea file; ingest directly for depth on the pattern’s origin LLM Wiki Pattern
  • AI 2027 — referenced as a rich demo source (~23 pages when ingested); good stress test for the wiki ai-2027
  • OpenClaw — wiki page created OpenClaw
  • Factory — coding agent cited alongside Cursor, Claude Code, Codex, Devin; no page yet summary-matthew-berman-ai-models
  • ElevenLabs — voice cloning and TTS; mentioned in AI models survey as the leading audio model summary-matthew-berman-ai-models
  • Pulsia — closed-source AI-runs-your-company product mentioned by Berman; comparison point for Paperclip Paperclip
  • Noah’s Way Claude Code Scheduler — cloud-based scheduling for Claude Code mentioned in Stitch video; could be its own tool page summary-nate-b-jones-google-stitch
  • LM Studio — mentioned as the easiest way to run open-source models locally (besides Ollama); no page yet Open-Source Model Integration
  • Recall AI — unified API for meeting bot/recording across Zoom, Google Meet, Teams; mentioned in Fireship video summary-fireship-7-open-source-tools
  • Karpathy’s auto_research repo — ingest the actual code/README for primary-source depth on AutoResearch and Evals
  • Lint pass — 26 sources ingested; CLAUDE.md recommends linting every 5th ingest — SERIOUSLY OVERDUE
  • Dan Shapiro — CEO of Glowforge, creator of the 5 Levels framework; no person page yet Five Levels of AI Coding
  • StrongDM Software Factory — the 3-person dark factory team; deeper investigation warranted Attractor
  • METR RCT Study — randomized control trial showing experienced devs 19% slower with AI; worth ingesting directly Five Levels of AI Coding
  • Shadow factory agency model — Jesse’s business vision; research deeper into dark factory economics, L4/L5 operating patterns, and agency models serving businesses that can’t build their own Five Levels of AI Coding
  • Bright Data — web scraping/CAPTCHA solving platform for agents; mentioned in Cole Medin E2E video summary-cole-medin-e2e-testing
  • Neon — serverless Postgres with database branching for test isolation; mentioned in Cole Medin E2E video summary-cole-medin-e2e-testing
  • Lovable — no-code app builder used to build the AI professional interface in an afternoon; multiple references AI Professional Interface
  • AI professional interface as client service — build out the productized version: interview process, AI training, site build, fit tool config, distribution guidance AI Professional Interface
  • Marcus Chen demo site — Nate’s working demo; GitHub repo available; study the implementation for client builds summary-nate-b-jones-ai-professional-interface

Completed

  • OpenClaw — wiki page created OpenClaw

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