Your first 20 tests are free.

The pre-build AI agent doctor. We map where your agent will break before you build it, prescribe the fix, and forge the agent that passes.

A failure map of where your agent breaks, plus the first test suite it has to pass, generated from your goal and data before any code.

No. It is built for the pre-build moment, where a fix costs cents instead of thousands. The same failure-pattern library also diagnoses and fixes agents already breaking in production.

They start after you build. We start before. We map where the agent breaks before a line of code exists.

It runs on your side in the design phase. No code, prompts, or traces leave your environment.

The library is built from real agent behaviour across production builds and public failure corpora: retry spirals, silent successes, tool-permission blast radius, cost runaway, and every class in our failure catalogue. Each pattern is a concrete failure signature with its root cause, pre-build signal, and a test that catches it. We publish the taxonomy and the counting method in the Hard 70% series; the honest number is "five million and growing" — the moat is the classes, not the count.

Routing picks a cheaper model at runtime. It does not prove the task still succeeds. We prove it before the build: the failure map, the path enumeration, and the test suite exist before code does, and the cost quote is generated from the same map. Routing is one technique inside a right-sized architecture; the proof is the product.

For tasks where the failure library shows a leaner model and architecture are sufficient — which is most production agent steps — yes, and we show the band, not a cherry-picked point: 93–97% inside the frontier's 90–97% agentic band, at roughly 20–200×+ lower run cost. Tasks that genuinely need frontier reasoning get routed there, and the quote says so before you commit. Every agent ships with its own cost justification, so renewal is a report, not a pitch.

Because the alternative is six figures: $55–110K of build labour, $150–600+ per 1K requests on unvalidated frontier paths, and $20–100K a year fixing what breaks in production — for one agent. $10K buys three production agents built and kept cost-efficient, with savings baselined from day one.