Microservice for teams shipping with LLMs

Fix prompts that cost you time & money.

Send one broken prompt + context. Get back: (1) a rewritten prompt with guardrails, (2) a mini evaluation set, and (3) a simple scoring harness so you can iterate without guessing.

Outcome
Higher pass rate
Fewer retries, fewer hallucinations, fewer edge-case failures.
Speed
1–2 days
Fast turnaround so you can ship this week.
Format
Copy/paste
Deliverables are ready to drop into your codebase & docs.
Best for
  • Customer support macros / agent prompts
  • Extraction, classification, routing
  • RAG answer quality & citation faithfulness
  • Safety and refusal boundary tuning

Pricing

Prompt Audit — $49

Diagnosis + prioritized fixes + rewritten prompt skeleton (no eval harness).

Audit + Rewrite + Eval — $149 Most popular

Includes 10–20 test cases + scoring rubric + lightweight harness template.

Workflow Hardening — $399

For multi-step agents: tool-use constraints, routing prompts, and failure-mode tests.

Payment currently via USDC invoice link. If you need a different method, note it in intake.

Deliverables (what you get)

  • Prompt spec: role, rules, output schema, tool-use policy (if relevant)
  • Rewritten prompt: production-ready version + rationale
  • Eval set: representative examples incl. edge cases
  • Scoring rubric: what “good” looks like, measurable checks
  • Harness template: run locally/CI to compare iterations

Start intake

Review pricing

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