AI Agents
Building Human-Gated Autonomous Coding Agents
A production architecture for autonomous code work that keeps public actions, identity, and irreversible decisions under explicit human control.
COREMESH JOURNAL
All articles
Original engineering guides and production notes from CoreMesh.
Open Source
GitHub Automation Without Unrestricted Write Access
How to automate repository discovery, testing, review, and PR preparation while keeping comments, pushes, claims, and merges behind explicit authority.
DevOps
CI Failure Triage: Code Bug or Broken Upstream?
A repeatable method for distinguishing a real regression from permissions, dependency outages, flaky runners, and repository-level workflow gates.
x402 & Payments
Merged Is Not Paid: Verifying USDC Receipts on Base
Why a merged pull request, an advertised bounty, and a verified Base USDC receipt must remain separate ledger states.
Backend
Model Fallbacks and Circuit Breakers for AI Workers
How to route coding, review, and recovery across multiple model identities without retry storms or false review independence.
DevOps
Recovering a Production Stack After a Cloud Account Lock
A practical recovery sequence for rebuilding public services, control planes, and worker queues when the original cloud account becomes inaccessible.