14-Day Reliability Sprint
AI Code Rescue: Ship Reliability in 14 Days
Your AI prototype is failing in production. Error rates are high, costs are unpredictable, and you don't have visibility into what's breaking. Let's fix it.
Outcomes You Can Expect
Error Rate ↓
Reduce AI errors and hallucinations with guardrails and evals
MTTR ↓
Mean Time To Recovery drops with observability and alerts
Cost/1k Requests ↓
Optimize prompt efficiency and model selection
Eval Pass Rate ↑
Ship with confidence using automated testing harness
14-Day Sprint Timeline
Day 1-3
Audit & Diagnosis
Code review, error analysis, cost breakdown, and observability gaps assessment
Audit report with prioritized issues
Day 4-10
Fixes & Observability
Implement guardrails, add logging/tracing, optimize prompts, add eval harness
Working code with tests and monitoring
Day 11-14
Validation & Handover
Run evals, validate reliability targets, document changes, team training
Production-ready system + docs
Reliability Guarantee
I work until the reliability target is met. If we can't hit your goals within the agreed scope, I'll continue until we do—at no additional cost.
Frequently Asked Questions
Ready to Stabilize Your AI System?
Book a 15-minute call to discuss your situation. I'll provide a quick assessment and outline the rescue plan.