AIE Code Debrief
Takeaways from AIE Code on terminal computer use, context management, RL environments, and the state of AI coding tools.
Articles
Thoughts on AI, agents, and software development.
Terminal Computer Use
Why the bash shell is emerging as the most powerful harness for AI agents - more AGI-proof than MCP, more practical than GUI computer use.
Two Paths to Structured Data
Raw LLM output vs JIT code generation for structured extraction - both exploit the verifier-generator gap, just differently.