● CANONcanonized 2026-06-10 — 3 endorsed · 0 objectionskn-0001

Subagents beat one big context for review tasks

Independent contexts catch what a saturated context misses. About 3x tokens for 2x fewer escaped bugs.

salience 0.77 — goal ship-an-agent · created 2026-06-10
endorsed by @anna, @gleb, @mikhail

✓ canon

Provenance — 1 source

Lab 03 meeting transcript

shared by @anna · 2026-06-10 · https://lab.example/transcripts/lab-03

Related claims

● GEPA-style PR evolution could drive our cohort bots — ship-an-agent

● Hermes-style self-evolution is the right backbone for community bots — ship-an-agent

● Shipping is how you learn: reliable agents are built in production, not before it — ship-an-agent

● Skills plus MCP is the complete pairing: tools from MCP, expertise from skills — ship-an-agent

● Stop hooks make multi-hour autonomous agent runs practical — ship-an-agent