Boris Cherny says to delete your CLAUDE.md, skills, and hooks every six months. That's good advice for one kind of skill and dangerous for another. Here's how to tell them apart, and why the skills th...

Your AI apps are getting more complex, with multiple agents, tools, and different orchestration patterns. This makes them harder to understand, debug, and test. This session shows you how to visualize...

This week the field shipped four kinds of memory, and Apple paid Google a billion dollars a year for one of them. None of the four is what the demos imply. A field map of what's actually shipping, and the missing primitive that sits between the buckets.

I was in a meeting last week where the team was debating which of two tools to use for a job. Both of them do the thing.

I was in a meeting last week where the team was debating which of two tools to use for a job. Both of them do the thing.

I was in a meeting last week where the team was debating which of two tools to use for a job. Both of them do the thing.

Microsoft's open trust stack for AI agents puts ASSERT and Agent Control Specification on top of OpenInference, connecting evaluation, runtime controls, and observability through a shared trace contract.

As AI agents move into production, developers own safety, governance, and reliability across Microsoft Agent Framework and open-source stacks. This session shows how to govern agents end to end: turning your requirements into context-aware evaluations, stress-testing against adversarial risks, applying open controls that work across frameworks, and keeping humans in the loop on high-stakes actions. Leave with a blueprint for shipping agents at enterprise scale. Seating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.

Your AI apps are getting more complex, with multiple agents, tools, and different orchestration patterns. This makes them harder to understand, debug, and test. This session shows you how to visualize the decisions your LLMs are making in complex Microsoft Agent Framework applications, using open standards and open source tooling to provide you with instrumentation and observability. You'll also see how you can use another LLM as a judge to evaluate how well your AI app is working. Seating for this session is first-come, first-served. Add it to your schedule to plan your day and arrive early to secure a spot.