AI adoption is splitting engineering orgs.
Quality and velocity drift without a shared operating model.
One group ships AI-generated code with too little review. Another avoids AI entirely. The result is inconsistent code quality, unpredictable throughput, and no shared standard for AI code review, MCP access, or when agentic coding should stay under human control.
Split Adoption
Different teams, different rules. Without team-wide AI coding training, adoption becomes political instead of practical.
Review Risk
AI can draft quickly, but teams struggle with where the human line is. Reviews become rubber-stamps, vetoes, or unowned LLM code review.
No Shared Standard
Without a simple framework, teams cannot measure ROI, enforce safety, or scale best practices across engineers, tools, and repositories.
The Framework
Based on field work with engineering teams, this framework turns AI coding training into a daily operating model. Every task falls into one of three categories: delegate, review, or own.
Delegate
Hand off repetitive tasks entirely: boilerplate, migrations, tests, docs, logs, and other work with clear acceptance checks.
Review
AI proposes, engineers decide. Use code review, test evidence, and MCP boundaries to keep quality visible.
Own
Core architecture, security decisions, production risk, and business logic stay human-owned.
Six actions high-performing teams take
Pulled directly from our Enterprise Guide to Agentic Development. These are the operational moves that turn AI coding tools into durable team velocity.
Proven Results
Our training delivers measurable productivity gains across engineering teams of all sizes.
More efficient developers
Average productivity increase measured across trained teams within the first month.
Teams trained
From startups to Fortune 100 companies and DAX 40 enterprises worldwide.
Average rating
Consistently top-rated by participants for quality and practical value.
What we offer
Claude Workshop is built for teams with different goals, constraints, and levels of adoption. We tailor scope, format, and depth to your needs.
Your Stack
Custom training tailored to your tech stack. React, TypeScript, Python, Go, Rust, and more.
Training Worldwide
From Denver to Tokyo, we have trained teams across the globe.
Frequently Asked Questions
Your questions answered
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Run a practical Claude Code workshop that gives your team shared rules for AI coding, review, and delivery.
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