Agent Orchestration Related Posts

Meritclaw: A Multi-Model Pipeline That Fills Job Applications
Forty minutes an application, a hundred and fifty applications in a serious search. Meritclaw finds the jobs, rebuilds a LaTeX resume for each under a structural gate, and completes any employer's form by reading the page rather than matching selectors. 57 applications across 12 ATS platforms at 53 cents each.

The Leash and the Wolf: Why Every AI Agent Needs an Orchestrator
Deep agents are powerful. But without a state machine holding the leash, they will loop, skip, waste, and crash. Here is the case for deterministic orchestration, told through Goose, mini-swe-agent, Stripe Minions, and OpenClaw.

Two Locks and a Pipe: A Local-First Outreach Engine Your Own AI Agent Can Drive
The outbound engine we built instead of handing our contact list, our mailbox and our prospects' personal data to somebody else's cloud. Open source, built on OpenWorker and OpenClaw.