From Issue to Production: What Autonomous Software Development Actually Looks Like

From Issue to Production: What Autonomous Software Development Actually Looks Like Less theory, more reality. Here is what happens when AI agents handle your dev pipeline. The Promise vs. The Reality Everyone is talking about AI agents. Most demos show a single agent writing a function, maybe running a test. Impressive for a demo. Useless for real work. Real software development is not about writing one function. It is about the entire lifecycle: someone files an issue, someone triages it, someone designs the solution, someone builds it, someone tests it, someone reviews it, and someone ships it. That is six handoffs minimum, each with its own context, tools, and judgment calls. What if AI agents could handle the full pipeline — not just the coding part? That is what we built with Operum . Not a coding assistant. A team of six specialized agents that coordinate through GitHub to move issues from backlog to production. Here is what that actually looks like in practice. A Real Issue, Sta