codex exec Headless Modes: Unattended Is a Different Trust Tier
codex exec headless runs, Claude Code print mode, and Actions wrappers need their own trust tier: flag shapes per tier, no prod creds, an evidence pack per run.
Read the storyTHE INTEL LIBRARY
Follow your curiosity.
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.
Read the story
Hybrid Agent Fleets: Laptop + Cloud VM Without the Sync-Everything Fantasy
Run a hybrid agent fleet across laptop, cloud VM, and a vendor's computer: per-host identity, transcript provenance, a kill switch per host, git-only hand-offs.
Read the story
Interrupt AI Agent Coordinators Safely: What Pause, Redirect, and Abort Must Mean
How to interrupt AI agent coordinators without orphaning work: a signal ladder, tool-boundary stops, branch-per-worker git rules, a redirect protocol, a drill.
Read the story
Managed Agents Comparison: Bedrock, Claude, OpenAI. Pick Failover First.
A managed agents comparison of Bedrock AgentCore, Claude Managed Agents, and the OpenAI Agents API on state, tool schemas, evidence, kill switch, and residency.
Read the story
MCP Server Inventory Before Allowlist: The Weekly Ritual
Run a 45-minute weekly MCP server inventory: find every config, attribute each server, score blast radius, diff versions, then keep, prune, or pin each row.
Read the story
The Agent Memory Benchmark You Can Run on a Tuesday
Run an agent memory benchmark on your repos in one afternoon: a frozen suite, three arms, P99 latency, cost per 1k lookups, harm cases, and a decision rule.
Read the story
OpenAI Agents API Is a Managed Harness. Run the Continuity Drill Anyway.
The OpenAI Agents API rents you the Codex loop. Inventory model, harness, and sandbox dependencies, write failover routes, and keep the record on your disk.
Read the story
Overnight Agents: The AI Agent Merge Gates That Define Done
Overnight agents open PRs while you sleep. AI agent merge gates define done: tests, a diff ceiling, secret scan, path rules, an eval threshold, human approval.
Read the story
AI PR Review Agent Policy: Agents Propose, Humans Merge
An AI PR review agent should propose, never merge. The policy: always-human paths, a CODEOWNERS shape, no bot-approves-bot, and reviewer quality you can track.
Read the story
From Dashboard Theater to Pre-Action Gates: Where AI Agent Security Gates Belong
AI agent security gates should act before each tool call: approve, prune, broker, revoke, and record. Use the matrix, vendor questions, and Tuesday drill.
Read the story
The Sandbox Is a Suggestion: What Black Hat's AI Agent Sandbox Escapes Broke for Operators
An AI agent sandbox escape hit Claude Code Action, Gemini CLI, and Codex at Black Hat 2026. The compensating controls operators can install this week.
Read the story
Slack AI Agent Subscriptions Without a Control Plane
Slack AI agent subscriptions turn every channel message into a worker. The runbook: channel allowlist, spawn cap, event dedupe, human gate on merge, revoke path
Read the story
When the Coordinator Spawns a Thousand Subagents: Metering Subagent Token Cost at Fan-Out
Subagent token cost climbs one worker at a time. Cap concurrent workers, budget per task, log every spawn, and kill orphans before a coordinator fans out.
Read the story
Claude Code Permission Modes, Codex Sandboxes, One House Dialect
Map Claude Code permission modes and Codex sandbox flags onto three house tiers, encode them once, audit which host drifted, and learn what subagents inherit.
Read the story
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.
Read the story
When Not to Use an AI Agent Coordinator
An AI agent coordinator copies its first mistake N times. The decision rule, a sixty-second self-test, and four brakes for sensitive or air-gapped work.
Read the story
Windows IT After GitSpawn: An AI Coding Agent Endpoint Policy
After GitSpawn, an AI coding agent endpoint policy for Windows IT: standard-user accounts, AppLocker version floors, git overrides by policy, intake quarantine.
Read the storyPUT THE IDEAS TO WORKMany assistants.
Meet Automater Many assistants.
One place to remember.
Bring your AI sessions, context, and usage together with Automater.
Get started
Be the boss of all your AIs.
Lite is free forever, installs in about a minute, and reads the session history you already have.
Download Lite
Also for macOS (Apple silicon) and Linux.
Signed installer. No account. Session content stays on your disk.
