AI Catalog Working Group Unifies Scattered Agent Ecosystem
I know the agent ecosystem is new, but we have agent skills, MCP servers, plugins, and fully-made agents scattered all over GitHub 😫 There's an AI Catalog working group that's building the discovery layer. I wrote up something to explain the vision https://t.co/rmSMqvz8hp
Intentional Development Guarantees Quick Reemployment After Layoffs
As a people leader, I am very intentional about developing my employees and their careers. That sounds obvious but so many leaders only care about the business objectives. I care about both and find ways to make these overlap. I lost...
Observability Crucial as AI Code Becomes Unreadable
At some point soon, we're going to have to admit that we no longer truly understand the systems we're building. Companies are openly bragging that their developers don't bother looking at the code their agents produce; and it's so much of...
AI‑generated Tests Need Human Trust, Not Just Automation
🌶️ Hot take: just because agents can easily generate tests doesn't mean they're any good. In fact, I still spend quite a bit of human effort ensuring that my tests are trustworthy, as these are my guardrails for current and future...

Embedding AI Quality Gates Boosts Output Reliability
Great, practical talk by @nnennahacks on embedding AI quality gates such as agent rules and skills to get better output #AIEngineer https://t.co/8LjOBvffTG
Let Team Review PRs While Primary Agent Runs
What if instead of spinning up yet another parallel agent, you reviewed some of your team members' PRs while your primary agent is working? idk just a thought
Natural Language Search Made Easy with Open‑Source Typesense
The more time I spend using AI tools, the more annoying it is when product sites still expect me to search like I know how the data was indexed. I've been wondering if there were any out of the box solutions...
New VP Leads Open, Collaborative AI Adoption Initiative
Excited to share that I've stepped into a new role as VP of the Agentic AI Foundation (AAIF) 🎉 As AI reshapes our industry, it's critical that this technology evolves in ways that are open and collaborative. Hosted by the Linux Foundation,...
First Day with Codex: Code Reviews Look Promising
Trying Codex for code reviews on PRs... only first day, but so far, so good
Stop Writing Passing Tests; Write Tests that Catch Bugs
Another day of these agents playing in my face 😤 "You're absolutely right — that's bad testing practice. I was writing tests to pass instead of writing tests to catch real bugs. Let me fix the actual tools and then write...
LLMs Fall Short on Test Code—Automation Pros Shine
i dont find LLMs great at writing test code at all. if you're into test automation, this is your time to shine