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The Quality Challenge: Engineering in the Age of AI

Event artwork for The Quality Challenge: Engineering in the Age of AI

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About this event

What to expect

Explore how AI-generated code is reshaping software quality at this open-space engineering meetup in Bristol on 30 September 2026.

Hosted by Software Crafters Bristol, the evening examines a pressing challenge for modern software teams: how do you maintain,and raise,the quality bar when AI is increasingly involved in generating, reviewing and testing code?

What to expect

Principal Platform Software Craftsperson Sam Griffiths and Senior Software Craftsman Mattsi Jansky will begin by sharing their reflections on software quality and how it is evolving in the era of AI-generated code. From there, the meetup will switch to an open-space format, giving everyone in the room an opportunity to propose topics, shape the agenda and take part in the conversations most relevant to their work.

Rather than following a fixed programme of presentations, attendees will co-create the discussion. Potential questions include:

  • What does quality mean when AI generates, reviews and tests code?
  • How can engineering cultures protect software craft amid pressure to ship faster with AI?
  • Where does accountability sit when a defect originates in AI-generated code?
  • Which quality frameworks, standards and practices remain effective,and which need rethinking?
  • How should engineering leaders measure and incentivise quality in AI-assisted teams?

This participatory structure makes the event a chance to compare real perspectives across roles and organisations, challenge assumptions and learn how other practitioners are responding to the same engineering pressures. The evening also includes time for knowledge sharing and networking.

Who should attend?

The meetup is open to anyone in Bristol and the surrounding area with an interest in software, engineering or problem-solving. It welcomes people from all industries and experience levels, with particular relevance for engineers, tech leads and engineering leaders considering the practical and cultural implications of AI-assisted development.…

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