Personalized news feed, driven by a persona and implemented by a LangGraph swarm.
Google has made Spanner Omni generally available, running its distributed SQL database on-premises, across clouds or on a laptop. Doing so meant replacing Colossus with a Colossus-like abstraction layer and TrueTime with software-based time synchronization. There is no availability SLA, and practitioners are pricing the move in tail latency and operational toil. By Steef-Jan Wiggers
OpenTelemetry has promoted its Kubernetes Attributes Processor to v1.0.0, marking a significant step in making Kubernetes telemetry more predictable and stable across observability pipelines. By Craig Risi
Claude Code asks for a refresh token the MCP way, with the offline_access scope; Google issues refresh tokens only through access_type=offline. A step by step check of both sides, and the alternatives, from signing in hourly to scripting the token yourself.
A bingo card of common async Rust complaints catalogs the scoped task trilemma (concurrency, parallelism, borrowing) stemming from the leakpocalypse, Tokio defaultism, and async closures. The piece explains each complaint, serving as a humorous reference for debates about Rust's async model.
If there’s one thing the AI software engineering world doesn’t lack, it’s benchmarks. Want to know whether an agent can The post Copilot tops GitHub’s own AI code review benchmark. An independent one tells a different story. appeared first on The New Stack .
The article describes a custom implementation that provides a session-level ordering on top of Apache Kafka partitions, supporting strict message ordering across 1000s of independent channels. The solution required application-level routing, consistent hashing, retries, and contiguous watermark commits. Engineers conducted operational hardening supported by extensive performance testing. By Joshua Oluikpe
Averages hide latency problems. Every SRE learns this, usually the hard way: the dashboard says 80ms...
Recraft Studio is a web app where you generate images and then work with them on a canvas. The canvas...
Description: "I stopped decorating my GitHub profile and started shipping it like a product page....
A hands-on look at how etcd works, why it uses a flat key-space for hierarchies, and how MVCC...