Every business we talk to has a bug backlog nobody has time for. Little cuts. Small annoyances. Things customers have learned to work around. We build autonomous pipelines that clear that list while the team is asleep.
The seven-step pipeline
Diagnose. Fix. AI review. Test. Merge. Deploy. Notify. That is the pipeline. Each step has a spec. Each step has a guardrail. The AI operator runs the loop, escalates when it gets stuck, and never pushes code that has not passed every gate.
By the time the team logs in the next morning, the fixes are in production, the receipts are in the PR history, and the notifications are in Slack.
Why this is not vibe coding
This only works because there is a spec behind every bug, a test behind every fix, and a human behind every guardrail. The autonomy is on the execution, not on the judgment. The AI does not decide what to build, it decides how to build what you already defined.
At Deep Stacked Technologies that is the only kind of autonomy we ship.
What this means for your business
You stop accepting the bug list as a permanent fact of life. You stop hearing “we will get to it next quarter.” You get a system that ships while you sleep and a record of what it did.
Real Engineering. Real Results.
Ready to clear the list? Get in touch.