CLAUDE LABJP
CODE — Claude Code adds Trusted Devices, verifying a machine before remote admin sessions beginCODE — CPU use drops about 37% during streaming, keeping long always-on automation steadierCODE — Fullscreen mouse-click controls, voice dictation fixes, and better Linux voice detection landAUTH — Static API keys can now be replaced with short-lived, scoped WIF credentialsTEAM — You can tag Claude directly in Slack and delegate tasks while you focus elsewhereWORKFLOW — Dynamic workflows arrive in research preview, breaking complex work into steps on their ownCODE — Claude Code adds Trusted Devices, verifying a machine before remote admin sessions beginCODE — CPU use drops about 37% during streaming, keeping long always-on automation steadierCODE — Fullscreen mouse-click controls, voice dictation fixes, and better Linux voice detection landAUTH — Static API keys can now be replaced with short-lived, scoped WIF credentialsTEAM — You can tag Claude directly in Slack and delegate tasks while you focus elsewhereWORKFLOW — Dynamic workflows arrive in research preview, breaking complex work into steps on their own
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Cowork/2026-06-28Advanced

When Your Cowork × GitHub MCP Triage Quietly Drifts Each Run — Field Notes on Idempotency and Label Boundaries

Cowork + GitHub MCP issue triage looks perfect on the first run, then quietly breaks when left unattended: duplicate comments, reclassification churn, rate exhaustion. Field notes on idempotent prompts, label-boundary self-audits, and request budgets that keep weekly triage stable.