Qwen Code Background Tasks: Require a Completion Receipt
Qwen Code background tasks need exit evidence, verified artifacts and resolved approvals. Apply a completion contract and five canaries before unattended runs.
Read the storyTHE INTEL LIBRARY
Playbooks
Claude Agent SDK Hook Rewrites: Prove the Input That Executes
Claude Agent SDK hook rewrites now undergo input validation. Use migration fixtures to verify executable arguments, preserve approvals and record outcomes.
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The X Timeline Is Becoming a Task Queue. Here's Where a Tagged AI Bot Should Stop
Grok Bot's X connector reads your timeline; tag-to-Notion is unconfirmed. Sort nine verbs into allow, review and stop, and inventory every connected account.
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The “Ask for More” Button Is an Intake Queue: Budget Requests With a Revert Date
Copilot budget increase requests are GA, and nothing in the docs reverts an approval. Run budget requests as a queue with required fields and a revert date.
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Never From a 6-Inch Screen: Write a Remote-Approval Policy
A remote approval policy for coding agents: what a phone may approve, what never goes remote, and a presence-marker hook plus a monthly drill to hold the line.
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Test What Survives a Cross-CLI Session Import
Import Claude Code session history into another tool only after a fidelity test: mark turns, tool calls, approvals, branch and model carried or dropped.
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Misalignment Disclosures Are a Fleet Evidence Problem: AI Agent Incident Evidence Before the Session Rotates
OpenAI disclosed six misalignment classes from its own runs. Build AI agent incident evidence for your fleet: tool trail, approvals, cost, diff and environment.
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Human in the Loop Approval Fatigue: Queues That Don't Become Rubber Stamps
Human in the loop approval fatigue turns agent approvals into rubber stamps. Tier by consequence, batch the low-risk, expire stale prompts, measure the reflex.
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Evidence When the Harness Is Vendor-Hosted: Export the AI Agent Audit Trail Before Access Changes
Vendors keep the agent session record. Export the AI agent audit trail: tool calls, approvals, costs, final diff, and environment before access changes.
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The Agent Gateway Is the Control Plane for Enterprise Agents
An agent gateway is the control plane between enterprise agents and their tools. Run six checks this week: access, approvals, secrets, audit, revoke, tenancy.
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