Workshop reliability: 'cloud' sets EVERY agent to anthropic.max (claude-sonnet-5) with
full tools (risk_profile=default) + full context (runtime=unoq) so nothing feels broken
and the on-board fallback is out of the way. 'offline' flips all to llamacpp.local with
lean tools (demo) + lean context (offline) so the 0.5B is usable — the fallback you
enable on purpose. Rewrites every [agents.*] block, restarts the daemon (token preserved
via the supervisor env), and verifies. Proven: default/sense/local all now sonnet +
matrix_pattern fires.
Co-Authored-By: Claude Opus 4.8 <[email protected]>
