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In partnership with PagerDutyProduction AI agents: The gap between promise and reality
Learn what it really takes to move AI agents from impressive demos to safe, reliable production systems.
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Mentoring that actually changes careers
A practical, human take on mentoring that actually helps people grow, by sharing real experience and honest guidance.
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The mechanics of scaling: Why delivery slows as you grow, and what to do about it
In this talk, I will show how rising incidents, fragile systems, slower delivery and constant firefighting are often signs of hitting systemic limits rather than execution failure.
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Finding the 80/20: Lessons from delivering our first LLM feature
How to choose what actually matters when shipping your first LLM feature, balancing evaluation, trust, and delivery without overengineering.
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Inclusive leadership across cultures: Practical patterns for global engineering teams
Concrete, repeatable patterns for leading global teams across cultures, reducing friction, building trust, and helping diverse voices contribute fully.
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Things fall apart – Architecture to avoid progressive collapse
How to design systems so small failures stay contained, preventing cascading outages and large-scale architectural collapse.
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30 to 70 PRs a day: How we managed to not wreck our systems
Practical platform practices that compound over time, helping teams ship faster, improve reliability, and make AI-assisted delivery actually work.
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AI-generated abandonware is hollowing out open source
When everyone can build, the scarce resource becomes maintainers.
