AI Workflow Audit: Code & Ship 5x Faster

Most engineers are using AI like a fancy autocomplete. The ones levelling up fastest are using it to architect, refactor, debug, and ship entire features in hours instead of days.

I've been using AI agents end-to-end to build and ship 4 indie Android apps on the Play Store, while holding down a senior engineer role at Booking.com. This session distills what actually works.

What we'll cover in 45 minutes:

• Audit your current dev workflow, where AI is silently costing you time
• Setup walkthrough: Claude Code, Cursor, agent rules, repo hygiene for AI
• Prompting patterns for real engineering work (not Twitter demos)
• How to manage AI agents on large codebases without losing control
• Personalized 30/60/90 day plan to become an AI-native engineer

Who this is for:

• Mid-level engineers who feel left behind by the AI shift
• Senior engineers whose teams expect them to lead AI adoption
• Indie hackers who want to ship 5x more side projects

What you'll leave with:

• A working AI setup tailored to your stack
• Specific prompts and workflows you can use Monday morning
• Clarity on which tools are worth your time and which are hype

Bring your laptop. We'll do this live.