Why the gaps repeat
Products built with agents share ancestry. The same generation of models, similar stacks and scaffolds, prompted by people with the same sensible goal: make it work. And agents are genuinely good at that. That’s why you have something real to show.
But “make it work” gets built before “make it hold.” So what’s missing clusters in the same places, project after project: a password reset path nobody asked for, so nobody built. Database rules still sitting at their permissive defaults. Error screens that show raw internals instead of a calm sentence. No way to hear about a failure you didn’t personally witness.
None of this is a flaw in you, or really in your agent. It’s what building fast looks like from the inside. And they aren’t random. The same gaps repeat, which means they can be named, cataloged, and closed.
Predictable means library prices, not consulting prices
A consultant walking into your project rediscovers the same twenty findings from scratch, at day rates. That’s where the absurd quotes come from. Bespoke attention costs bespoke money.
A library changes the economics. Each failure pattern is curated once: how to see it, how to fix it, how to verify the fix. And it’s kept sharp across every project we read. Matching your project against that library is the cheap part. That’s the entire pricing story: the diagnosis is free, and $149 for the Finishing Pass isn’t discounted consulting. It’s what finishing costs once the pattern has already been solved.
Perception and judgment, kept separate
Tekton splits the work into three roles, each given to the party best equipped for it:
- Your agent gathers the evidence. It built the product; it has the context and the access. Our audits tell it exactly what to look at and insist on honesty over reassurance. UNKNOWN is a valid answer.
- Our analysis reads the report.An AI model tuned to our rubric turns a messy, honest report into a structured assessment across the eight dimensions. That’s perception, which is what models do well, and it’s the spine of The Tekton Report.
- Deterministic code selects the skills. The same assessment always produces the same skill list. No judgment calls, no upsell reflex, and no way for the system to invent findings to justify a bigger pack.
The lens: eight dimensions
Every project is read across the same eight dimensions, each a plain question you could ask out loud. The report scores each and shows the findings behind the score: