Half-day workshop

Managing AI development.
Without getting burned.

AI writes code faster than ever. But coding was never the hard part. This workshop is for founders and business owners who need to stay in control of what gets built — and why.

AI Coding Hero

"We're generating more code than ever. We're also making more expensive mistakes than ever."

AI tools have made implementation cheap. A developer with Claude or Copilot can produce in an afternoon what used to take a week. That sounds like good news — and it can be. But it also means the surface area for plausible-sounding, confident, wrong decisions has expanded dramatically.

Most founders aren't being failed by their tools. They're being failed by the gap between what the AI produces and what the business actually needs. That gap is a judgment call, and it still belongs to you.

AI Coding Mistakes

01

What AI actually changed about software delivery — and what it didn't

02

How to spot when your dev team is moving fast in the wrong direction

03

The questions every founder should be asking at a sprint review

04

Risk, review, and when to trust AI-generated code

05

What to let go of — and what to hold on to — as implementation gets cheaper

06

Practical frameworks for scoping, briefing, and reviewing AI-assisted work

Length

Half day (approx. 3.5 hours)

Delivery

Live online, small group

Format

Presentation + Q&A + working session

Waitlist members get early access pricing and are first to choose their session date. Group size will be kept deliberately small.

Marcus Povey

Practical Alchemy · Fractional CTO

I've led software teams building real scientific infrastructure for over two decades. I'm currently Head of IT at Instruct-ERIC, leading the design and delivery of ARIA — a large-scale digital services platform. I've been integrating AI into real team workflows since the tools became viable, and writing about what actually happens (not what the demos promise) on my blog and in The Work After Coding. This workshop is the distilled version of what I wish founders had known before calling me in to fix things.

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Join the waitlist

No commitment. Early access pricing for people on this list. One question so I can make sure the content hits the right nerve.

No spam. No hard sell. I'll email you when dates are set and when early access pricing is available.