Agentic CI/CD with Azure Cosmos DB: Isolated Envs for a Swarm of AI Agents
Agentic CI/CD with Azure Cosmos DB: Isolated Envs for a Swarm of AI Agents
The post describes giving each AI coding task its own disposable Azure Cosmos DB emulator environment, seeded from versioned fixtures, so parallel agents can use identical document identities without colliding. It walks through a two-environment isolation proof, a GitHub Actions matrix workflow with per-task emulators, and a swarm check that runs three worktrees concurrently, merges branches into an integration worktree, and runs combined tests against a fresh emulator. A real Copilot CLI run passed all five jobs, with three tasks passing 18, 18, and 57 tests and the integrated revision passing 75 combined tests in 140.802 seconds, though the author notes this does not establish semantic conflict resolution, arbitrary scale, or production readiness.
Source: Hacker News AI · devblogs.microsoft.com