AI Coding Workshop - Building Better Teams

Why Your AI Investment Isn't Paying Off

30%

can't deploy AI
at competitive pace

19%

drop in productive
output per developer

66%

cite inaccurate
suggestions as #1 issue

Teams get licenses, not mental models. They vibe code instead of building feedback loops. Skepticism grows. Adoption stalls.

↑ Tools without workflow.

The Paradigm Shift

The difference between teams that struggle and teams that thrive isn't the tool. It's the mental model.

Developer writes code with AI

AI as autocomplete
Human drives, AI suggests
Constant context-switching
Marginal gains

→

AI writes code with developer

AI executes, human supervises
Feedback loops catch errors
Compound productivity gains
Engineers solve bigger problems

What You'll Learn

⟳

Self-Correcting Workflows

The techniques that work don't rely on AI "getting it right the first time." They build in feedback loops that catch errors and steer toward correctness automatically.

◎

Spec-Driven Development

How to brainstorm with the agent, generate unambiguous specifications, and implement phase-by-phase with validation at each step.

⚑

Anti-Patterns & Guardrails

The 8 failure modes that kill productivity. How to spot them. How to fix them. Security, context management, and when human review matters.

Why This Works

Three things have to work together:

Structured specifications that eliminate ambiguity before coding starts
Tool integrations that let agents verify their own work
Feedback loops that correct errors automatically instead of hoping the first attempt is right

It's a system. Each part makes the others work better.

Two Days That Change Everything

Day 1: Greenfield

The "Aha" Unlocking

Framework presentation: feedback loops, technique comparison, anti-patterns
Live demonstration: watch a real app get built from scratch
Build a greenfield project together to see what's possible with the right workflow
Hands-on parallel development in your preferred stack. This is about the workflow, not the technology.
Real-time coaching as you work

Day 2: Brownfield

Real World Application

Take a real task from your actual backlog
Apply the framework to your existing codebase
Navigate legacy code, existing patterns, real constraints
This is where habits stick, because it's your actual code
Ship something real before you leave

What Becomes Possible

Real projects. Built with the workflows you'll learn. One developer, one AI agent.

6 significant projects. 5 days. 1 developer.

These projects ran simultaneously, interleaved across the week. Each colored block is 5 minutes of active development. Dark gaps are idle time or breaks.

Who This Is For

≤15

Up to 15 developers per session

Everyone brings a laptop and their Claude Code license. Larger groups on request.

CTO

CTOs without bandwidth to figure this out

You know AI coding matters. You don't have weeks to research and teach it yourself.

Skeptics who want to see it work

No hype. You'll build something real and see exactly why the techniques work.

EU, Switzerland & UK companies

On-site in Europe. English language.

Ready to unlock your team's AI potential?

Two days. Real skills. Applied to your actual codebase. No hype. Just the workflows that work.

Book a Discovery Call

or email brian@buildingbetterteams.de