Rehearse the Provider Cutoff: Model Failover for Agent Fleets
Use the proposed Cursor cutoff to rehearse model provider failover: inventory dependencies, validate supported routes, test quality, and price capacity.
Read the storyTHE INTEL LIBRARY
Follow your curiosity.
Open-Source Agent Gateway vs Vendor Security Suite: Pick the Layer You Refuse to Lock In
Agent gateway open source vs vendor suite: a six-layer scoring runbook for which control-plane layers stay portable, plus an exit test and vendor questions.
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AI Agent Identity: Treat Every Agent as a Privileged User
AI agent identity runbook: workload identities, scoped grants, credential brokers, provider expiry limits, and revocation tests across each trust boundary.
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GPT-6 Astra at the Critical Cyber Threshold: An Operator’s Runbook
Assess GPT-6 Astra enterprise access and prepare production controls: contain active agents, reconstruct their actions, and gate consequential writes.
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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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Deadbugz Killed Approve-Once: The Runtime Controls MCP Needs Now
Deadbugz hid malicious MCP metadata behind ordinary calls. Build a runtime loop with pinned manifests, re-approval, bounded egress, and call-time evidence.
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Shadow MCP Is the New Shadow IT
Shadow MCP is the new shadow IT. One-week runbook: sweep harness configs, build an approved MCP inventory, quarantine unregistered servers, catch drift nightly.
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Stateless MCP Is a Gift to Gateways
Route stateless MCP by validated headers, separate transport logs from tool outcomes, and migrate legacy clients with explicit policies, cache keys, and checks.
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A Day on the Windows Tray
A composite day of Windows AI fleet management: recover after a reboot, inspect a stalled session, review a diff, meter parallel work, and redact a secret.
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Cold Restarts on Windows: Sessions That Don't Come Back
Recover AI sessions after a Windows reboot: verify transcripts, restore WSL and Docker bottom-up, inspect the working tree, then resume or re-brief each agent.
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Companion vs Harness vs Computer
AI companion vs harness vs computer-use agent vs ADE: define each layer, map who commands whom, and identify the capability a product actually sells.
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You Can't Replay What You Can't See
An incident playbook for AI session replay: search supported session records together, inspect tool calls, match them to the diff, and resume where supported.
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Memory That Burns Quota
Measure Claude memory cost across auto memory, CLAUDE.md, and plugins, then replace indiscriminate replay with a bounded, archive-first retrieval policy.
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Claude Code Permission Modes Are Fleet Policy
Choose Claude Code permission modes by repository trust, define who can escalate them, and audit the same policy across an AI-agent fleet.
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Stop Trusting the Mermaid
Review AI-generated diagrams as claims: inspect the transcript, diff, command outputs and current tests, then reproduce suspicious behavior before merge.
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Plugins, Gists, and Rotting AGENTS.md
AGENTS.md files drift, conflict, and multiply until no two agents run the same job. The playbook: what stays, what becomes a skill, and the quarterly rot audit.
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'AI With No Restrictions' Usually Means Local
Most people searching for AI with no restrictions don't want jailbreaks. They want local: models, transcripts, and installs no vendor can cap or cut off.
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Muse Code's Session Bus: Inter-Session Messaging as the Operator Primitive
The Muse Code session bus is live: inter-session messaging over a local socket, plans from $5. What the primitive does to visibility, token burn, and replay.
Read the storyPUT THE IDEAS TO WORKMany assistants.
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