Specs, agents, and a human on every commit.
Every change starts as a written spec. AI agents do the bulk of the implementation in isolated branches, three separate models review the result, and an engineer owns the commit that ships. It is how we hold six products and twenty client platforms to the same standard, and it is the same method we install when we automate your operations.
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It starts written
Before any code, the change is a spec: what it does, what it must not break, and how we will know it worked. Most of the arguing happens here, which is the cheapest place for it.
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Agents implement
AI agents do the bulk of the work in isolated branches, against that spec. They never commit to anything shared, and they never touch production.
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Three models review
The result is reviewed by models from different vendors, plus an automated review gate. An executor cannot see its own blind spots, so the reviewer is never the one who wrote it.
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An engineer owns it
A person reads the diff, fixes what needs fixing, and puts their name on the commit. Nothing reaches production that nobody chose to ship.
Why this matters to you
Speed usually costs quality. This is the arrangement we found that does not: the volume comes from agents, the judgment stays human, and the gate is a person who has to answer for it. It is also, exactly, what we install when a client asks us to automate their operations. We are not selling a method we do not use.
Start with the problem.
A short conversation is usually enough to tell whether this is something we should be doing for you.