A fast, hands-on 2-hour session for technical professionals who already know the basics of ChatGPT and want practical AI workflows for architecture, coding, testing, agents and delivery.
Live online · next date announced regularly
Architecture, code, tests, agents and review loops
£50 · live online workshop
Minimal slides, maximum live workflow. Register to be notified of the next date.
We assume you have seen ChatGPT, Claude or Copilot. This workshop focuses on how technical teams can use AI inside real engineering work.
From vague requirement to acceptance criteria, architecture notes and implementation plan.
How to challenge AI output, spot weak assumptions and keep control of quality.
Prompt patterns and review loops you can use immediately with your team.
The deck supports the session; it does not drive it. The centre of the workshop is live, practical demonstration.
Where AI fits across the SDLC: analyst, architect, pair programmer, reviewer and automation layer.
Context, constraints, examples, acceptance criteria and reusable workflow prompts for software teams.
Live workflow: generate options, compare trade-offs, produce ADRs, find missing NFRs and challenge assumptions.
Live workflow: turn a feature into code, generate tests, debug with logs, refactor safely and review AI output.
Prototype quickly without letting the codebase drift: steering prompts, tests, structure, review and refactoring.
What changes when AI can use tools, inspect files, edit code, browse, run commands and complete multi-step tasks.
Confidential code, hallucinations, insecure suggestions, prompt injection, IP concerns and team guardrails.
Tool recommendations, team adoption patterns and how to continue beyond the workshop.
Use AI beyond autocomplete for debugging, tests, refactoring and review.
Explore options, trade-offs, NFRs, threat models and ADRs faster.
Introduce AI workflows without sacrificing code quality, security or team discipline.
Generate acceptance criteria, test ideas, release notes and incident summaries.
Live online · £50 workshop ticket · next date announced regularly — register to be notified
Questions? Email us at ai@chocolateminds.com
AI Lead & Educator | London
Madhusudhan helps technical teams use AI as a practical engineering capability, not as a gimmick.
With 20+ years of software engineering and architecture experience, he teaches developers, architects and tech leads how to move faster while keeping judgement, quality and security in the loop.