Tinker AI
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#automation

4 items tagged #automation.

GUIDE 2026-05-22

Running scheduled coding agents safely

Antigravity 2.0 and Anthropic's Routines let agents run unattended on a schedule or a webhook. With no human at the trigger, scope, a review gate, a cost cap, and a kill switch are the only controls that still work.

Owner · 4 min #security #agents
BLOG 2026-05-22

The agent that runs while you sleep

Antigravity 2.0 schedules agents to run in the background, and Anthropic's Routines have done it since April. The supervision model we built for AI coding assumed someone was watching each run. Scheduled agents quietly remove the watcher.

Owner · 6 min #opinion #agents
GUIDE 2026-05-11

AI coding in CI/CD: the few places it earns its keep

Most AI-in-CI integrations create noise faster than they create signal. PR triage works. Auto-review mostly doesn't. Here's where the tradeoffs land in practice.

Owner · 7 min #ai-coding #cicd
GUIDE 2026-05-11

Claude Code hooks: where they fire, what they can read, and what they can't

Claude Code hooks run shell commands at deterministic lifecycle points. This guide covers all five events, the JSON contracts each one uses, and which hooks can block versus only observe.