I build tools that make coding agents learn how you work, and I measure whether they actually do.
Off the Wall: stop telling your coding agent the same thing twice. A plugin for Claude Code and Codex that quotes your own past corrections back before each answer, shows what you correct most, and routes subagents to cheaper models.
- Quoting your words beat summarising them into rules: 25 wins, 11 ties, 3 losses vs nothing attached; distilled rules did no better than random ones (39 replayed real requests, blind pairwise grading)
- Subagent routing: $0.17 instead of $0.30–0.44 on the same delegation, same result
- No API key, everything stays on your machine
/plugin install off-the-wall --marketplace toranalytics/off-the-wall
Writing
- My coding agent cost $1,064 last week. 44% of it was the cache re-writing itself: two cache breakpoints that were placed to protect the cache, and what measuring them showed
Seoul, Korea · blog · X @toranalytics