From the blog
AI says you’re right, formal methods say you’re wrong
Ryan is joined by Gabriela Moreira, CEO at Quint, about why formal specification languages like TLA+ are essential for catching system design flaws before writing code, how Quint brings developer-friendly syntax and executability to formal methods, and the ways trace validation and model-based testing can verify AI-generated code against real-world production data.
Why your platform team shouldn't build an AI context layer (even though they probably could)
Most engineering teams capable of building an internal AI knowledge system think they should. But six months later, it's a platform team's full-time job. Building an in-house AI context layer costs more money and energy than you think.
Your next job doesn’t have a title yet: Emerging role skills Q&A with Cory Hymel of Andela
While the whispers say that everyone is becoming a generalist, that's not where headcount is going.
Beyond the AI noise: How Stack Overflow is rethinking tech hiring
It’s gotten exponentially harder to identify talent that we feel is a good fit for our teams at the top of the application funnel.
Keep calm and call clone with Rust
Ryan sits down with Josh Triplett, member of the Rust Leadership Team at the Rust Project, to chat about how the borrow checker delivers compile-time memory safety without garbage collection overhead, why Rust consistently ranks as developers' most loved language by providing psychological safety for complex systems, and how strict compiler constraints make Rust an ideal target for AI coding agents.
Not Every Engineer Gets to Work on What's Next
At Raytheon, work on advanced technologies that shape tomorrow's capabilities.
Interesting questions
Team leader exhibits a strong Dunning-Kruger effect and makes everyone waste time. How to stop this?
This team leader could use a healthy dose of imposter syndrome.
Why should I continue learning LaTeX?
“Acquired knowledge is still something worth having.”
Under California law, can using an external AI tool to debug confidential Python code breach an NDA?
And this is why you should never input sensitive information into your AI tools.
“Compliant with” or “compliant to” a regulation?
These grammarians are compliant to a fault.
Links from around the web
Non-determinism doesn't matter
…Or sometimes it does, sometimes it doesn’t?
The incredible engineering that allows articulated buses to bend
Triple bend buses are the next automotive frontier.
Jev meets the Trolley Problem
Looks like we need to implement governance and observability into our automated trolley levers.
I love software rendering
Ah, the beautiful landscape of Doom.
More context won’t fix your AI systems. Accurate knowledge will. Join us on Thursday, October 29 for a live look at why Stack Internal is the trusted knowledge layer for your AI tech stack.