Jason Cameron
922 posts

Jason Cameron
@tomlparser
17, FT SWE @ https://t.co/U8LVKdQyjH, I've won some hackathons and built some cool stuff

Inspect looked at its own metrics, analyzed its traces, and removed unnecessary queries from an auth hotpath, dropping the p99 from 80ms to 25ms, and the average from 55ms to 6ms.

if your skill depends on dynamic content, you can embed !`command` in your SKILL.md to inject shell output directly into the prompt Claude Code runs it when the skill is invoked and swaps the placeholder inline, the model only sees the result!





Subagents are now available in Codex. You can accelerate your workflow by spinning up specialized agents to: • Keep your main context window clean • Tackle different parts of a task in parallel • Steer individual agents as work unfolds



1 million context window: Now generally available for Claude Opus 4.6 and Claude Sonnet 4.6.


Most overlooked skill in machine learning is creating evals. Worthy metrics which beg for improvement are the root of progress.













