agent instrumentation

[DIRECT] "Claude hooks shape agent behavior" — Article identifies hooks as a mechanism for shaping and controlling agent behavior, supporting the concept of agent instrumentation

iFixAi demonstrates that agents need systematic inspection infrastructure to preserve clarity about intended behavior. This supports the thesis that compounding intelligence requires observability.

[direct] "agent-based methods after Retrieval-Augmented Generation (RAG)" — Article identifies agent-based approaches as a key advancement in RAG post-processing

the slash command would: 1. scan your sessions from the past 7 days in ~/.pi/agent/sessions for edit tool calls, what provider/model emitted the tool call, how many replacements where emitted, the fil

trace end removes the temporary hook but keeps the trace" — Demonstrates non-invasive instrumentation pattern: temporary hooks for collection, persistent trace storage