The AI Operator's Toolkit

New to AI Operations?

Start with AI Stack Audit

Building with Claude?

Start with CLAUDE.md Generator

Preparing for CCA?

Start with CCA Practice Exam

CLAUDE.md Generator

Answer 9 questions about your project. Get a production-ready agent constitution — stack, git rules, quality gates, and anti-patterns included.

📊 2,847 files generated

Model Routing Calculator

Input your task type, volume, and quality floor. Get the recommended model tier with cost estimates across Claude, GPT, and Gemini.

📊 1,203 calculations

LLM Cost Estimator

Calculate AI API costs across providers. Compare Claude, OpenAI, and Gemini. Optimize with caching and batch processing.

📊 3,412 estimates

CCA Practice Exam

20 timed, scenario-based questions across all 5 CCA exam domains. Score breakdown, explanations, and academy lesson links.

📊 891 exams taken

Prompt Pattern Library

12 production prompt patterns — searchable, with copy-paste templates and real examples. From Role-Context-Task to Validation-Retry loops.

📊 12 patterns · 4,621 copies

AI Stack Audit Checklist

24-point interactive checklist across the 6-layer AI OS model. Assess your infrastructure maturity. Links to the academy lessons that fill each gap.

📊 1,156 audits

Agent Architecture Decision Tree

Answer 5 questions: tool, script, single agent, or multi-agent fleet? Interactive flowchart with recommendations.

📊 2,089 decisions

CCA Quick Reference Card

Everything for the CCA exam on one page. 5 domains, 10 anti-patterns, 6 scenarios, key concepts. Print-friendly.

📊 1,743 views