AI Coding Agent from Requirements to Deployment
Safe-Priority-8448 · reddit · 2026-07-13
The author built a platform named JackHamr to demonstrate how an AI agent can push a single requirement all the way to software deployment: writing specs, generating mockups, passing approvals, coding, running tests, opening PRs, and finally deploying to a live URL.
This pipeline breaks different phases into sub-agent tasks, setting approval gates after spec confirmation and implementation plan reviews. The entire process runs in a cloud environment, requiring no local configuration.
The author also asks: what are the real differences and appeal of this "fully automated delivery" approach compared to running Claude Code locally right now.
Related event: Developers Share AI Automated Coding Pipeline Practices(2 posts)→
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