change Software Delivery with AI Agents and Automated Pipelines

UpdatedAugust 7, 2026

The PR arrives already merged — security scan, canary, rollback, root-cause PR, browser-verified UI, all in one loop, no human in the chain. OpsMatters' Claude Code + Harness: Software Delivery for the Agent Era (opsmatters.com) demos it on a broken banking app, and the quiet thesis is this: Claude Code writes the code; Harness decides whether you trust it to ship.

Writing software has been the slow part for so long we'd forgotten it isn't, really. Shipping it safely has been the slower part, and the bottleneck is not an engineer who can't type — it's a pipeline that can't decide. A failed canary at 3am. A rollback that takes longer than the deploy. A post-mortem that waits a sprint.

This is an excerpt. Read the full post at otf-kit.dev/blog/ai-agents-software-delivery — full-stack kits your AI coding agent can actually ship to production. Browse the kits →

#ai-tools #backend #agents

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