Edinburgh · Codebase
Hosted by TechTalks Edinburgh
Learn how to judge whether AI-written code makes a codebase safer or riskier at TechTalks Edinburgh 10, taking place at CodeBase in Edinburgh on 10 November 2026. Legacy in Months, Not Years Lead Software Engineer Dmitriy Fedoryshchev will share lessons from modernising a 600-table, 21 TB legacy core into microservices after four previous attempts. His squad adopted a custom multi-agent system while following one central doctrine: only merge code that can be understood and explained. The talk explores how to assess agent-written code, identify the rules AI agents repeatedly break, and turn those rules into automated checks that agents cannot skip. Dmitriy brings experience spanning startups and enterprises, plus more than 100 merged open-source pull requests across 20 projects, including Anthropic, OpenAI and Microsoft. This meetup is relevant to software engineers, technical leads and anyone interested in AI-assisted development, maintainability and open-source tooling. Both experienced professionals and people earlier in their tech careers are welcome. Agenda - 6:00–6:30pm: Drinks, pizza and introductions - 6:30–6:40pm: Opening talk - 6:40–7:30pm: Main talk - 7:30–7:45pm: Q&A - 7:45–8:00pm: Networking and close - From 8:00pm: Afterparty at a nearby pub The event takes place at CodeBase, 38 Castle Terrace, Edinburgh EH3 9DZ. Partners include CodeBase, Dougray, Scottish Technology Club, Beyond Tech and Lyxonn. Photography and video will be captured for social media; notify the organisers if you prefer not to appear. Register for TechTalks Edinburgh 10.
Sponsors: CodeBase · Dougray +3
