Why there are no client case studies yet
I'd rather show nothing than show something I can't back up. The pilot program is open: 3 free audits, in exchange for an anonymized case study, a short testimonial and a 30-minute feedback call. The first write-up, LLM Bill Teardown #1, follows the first pilot audit.
Apply for a pilot placeEvery case study will follow the same shape
- 01A summary box that stands alone for skimmers
- 02Context
- 03Problem
- 04Constraints
- 05Diagnosis
- 06Decisions and trade-offs
- 07Outcome in $ and eval pass rate
- 08Lesson
Systems I've built
Production systems from before the consulting practice, anonymized where needed: the problem, the architecture, the evals and the outcome.
The first write-ups are being prepared. Until they're up, email me and I'll walk you through them on a call.
What will appear here
Flagship cases first, then supporting work. Each card leads with one $ number.
Next
LLM Bill Teardown #1
FlagshipWhere a SaaS team's model spend actually went, and which fixes held quality. Published with the client's approval.
Next
Open-source eval gate
Open sourceA small GitHub Action that runs a golden eval set on every pull request and blocks changes that drop the pass rate.
After launch
What this site costs to run on AWS
ExperimentalA small, real cost breakdown of a static site.