There’s a class of programming tasks that resists clean implementation: deciding whether a log line is “important,” repairing malformed JSON
Continue readingProgram-as-Weights: Compiling Natural Language Into Local Neural Programs
Every week, GitHub surfaces projects that push the boundaries of what’s possible — sometimes by solving practical problems, sometimes by
Most microservice architectures still rely on an outdated security model: trust everything inside the network, and defend the perimeter. The
Continue readingZero Trust Microservices: Implementing mTLS in Go
Deploying new code to production without taking your service offline is table stakes for modern applications. Kubernetes gives you rolling
Hermes Agent is an open-source AI agent framework developed by Nous Research — the team behind the Hermes family of
Continue readingHermes Agent: The Self-Improving AI Agent from Nous Research
Chrome 150 is rolling out, and it brings three features that tackle problems frontend developers have been working around for
Continue readingChrome 150: CSS text-fit, Focusgroup, and Native Gradient Borders
Networks are unreliable. Clients retry requests. Messages get delivered twice. In a distributed system, the question isn’t whether a duplicate
Continue readingImplementing Idempotency in Go: Keys, Stores, and Patterns for Reliable APIs
Go’s error handling gets a lot of attention — and a lot of criticism. The familiar if err != nil
Continue readingEffective Error Handling in Go: From `if err != nil` to `errors.AsType`
There’s a classical intuition in computer science that verifying a solution is easier than finding one. For NP-complete problems, this
Continue readingWhy Verification Is Harder Than Generation for AI Coding Agents
The GitHub trending page this week tells a clear story: the tools ecosystem around AI coding agents is maturing fast.