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The Software Crafters Lab: Quality in the Age of AI Engineering

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What to expect

As AI-powered code generation transforms how software is built, engineers face an urgent question: what does quality actually mean when machines are writing, reviewing, and testing our code? Join Software Crafters Manchester for an unconference-style exploration of how to maintain and elevate engineering standards in the age of AI-assisted development.

Held at Department Bonded Warehouse in Manchester, this interactive evening puts you in the driver's seat. Rather than passive presentations, attendees will co-create the discussion agenda, ensuring the conversation addresses the real challenges facing your teams today.

Opening Perspectives

Senior Software Craftspeople Alasdair Smith and Lee Sanderson will open the evening by sharing their reflections on how software quality is evolving in the AI era. Drawing on their experience, they'll frame the key tensions between traditional craftsmanship values and the new realities of AI-generated code.

Discussion Topics (Co-Created by Attendees)

The unconference format means you'll help shape which topics get deepest exploration. Suggested themes include:

  • Redefining Quality: What does quality even mean when AI is generating, reviewing, and testing our code? Are traditional metrics still relevant?
  • Engineering Culture Under Pressure: How do we build cultures that hold the line on craft when the pressure to ship with AI is immense?
  • Accountability in AI-Generated Code: Where does responsibility sit when a defect originates in AI-generated code? How do code review practices need to adapt?
  • Frameworks That Survive AI: Which quality frameworks, standards, and practices are actually holding up — and which need fundamental rethinking?
  • Measuring Quality in AI-Assisted Teams: How should engineering leaders measure and incentivize quality when ChatGPT or Claude are co-authoring significant portions of the codebase?

Who Should Attend

This event is designed for software engineers, tech leads, engineering managers, and anyone invested in maintaining high standards in an AI-transformed development landscape. Whether you're experimenting with AI coding assistants like Cursor or leading teams navigating this transition, you'll find peers wrestling with similar questions.

What to Expect

The unconference format encourages active participation rather than passive listening. Come prepared t

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