Every application that updates a database and then does something else — pushes to a search index, invalidates a cache,
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Microservices promised us smaller, more maintainable codebases. They delivered — along with a debugging nightmare. When a request flows through
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The open-weight frontier has been moving fast. Over the past few weeks, two major releases have landed on HuggingFace that
Continue readingGLM-5.2 and Tencent Hy3: Two Different Bets on the Open-Weight Frontier
Most applications start with a simple mental model: one database, one set of tables, and CRUD operations that read and
Continue readingCQRS in Practice: Splitting Reads and Writes for Scalable Systems
Constructors in Go are simple when a type has one or two fields. But the moment you start building something
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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Most microservice architectures still rely on an outdated security model: trust everything inside the network, and defend the perimeter.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
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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