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A tested reference implementation for running LLM features in production

Cost limits, output validation, regression evals and PII-safe logging, as TypeScript code with tests you can run, plus a handbook that explains the trade-offs. For solo developers and small teams shipping LLM features.

What exists today, and what does not

ModuleStatus
Per-key quota with reserve → commit/release holdsReleased, open source (MIT)
Structured-output validation with retry and fallbackPlanned
Regression eval harness that runs in CIPlanned
PII redaction before loggingPlanned
Provider-agnostic adapterPlanned
Handbook and pre-launch checklistPlanned

Planned pricing (not final)

Solo licence around $99, team licence around $249, one-time. These are the numbers being tested, not an offer. Whether the kit gets built depends on the answers to the form below.

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