On context management in long-running agents

Deep in agent-toolkit context management — separating fetch / synthesis / execution is harder than it sounds

Exploring Effect-TS as a replacement for raw Promise chains in agent pipelines

agent-toolkit

Finished ai-code-audit MVP — multi-agent code review actually works

Started agent-interface — scientific search is a great use case for structured agent pipelines