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2695 postsPlugin badge reuses dashboard cache instead of new state
A plugin-update badge reuses the existing cross-site dashboard cache instead of a new API, avoiding duplicate state and sync bugs.
API Fixture Pattern for Email Regression Testing
API tests often ignore email content. This piece covers a lightweight pattern using disposable inboxes and compact fixtures to catch email regressions.
Pi Agent Rust: A High-Performance AI Coding Agent CLI in Rust
pi_agent_rust is a Rust rewrite of Mario Zechner's Pi Agent, offering a single binary, instant startup, and hardened extension security for terminal AI coding.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comBuilding a Wazuh Server from Scratch in Python: Protocol Reverse Engineering
Developer souzo reverse-engineered the Wazuh agent-server protocol via packet analysis and built wazoo, an open-source Python Wazuh manager. Encryption and message framing explained in detail.
q: A C CLI Tool That Merges Shell and LLM in the Terminal
q is an open-source C CLI that blends shell commands with LLM queries in one REPL, letting sysadmins get help without leaving the terminal.
The Hidden Cost of Event-Driven Design in Real-Time Java Systems
A production account of how Kafka-based event-driven design clashed with real-time requirements in a Java contact center platform, and why the team moved to Redis.
Building Secure AI Sandboxes on Kubernetes
Comparing gVisor, Kata, and Firecracker for running untrusted AI agent code safely on Kubernetes, and why pods alone aren't a security boundary.
LinuxOnTab Boots a Real Linux Kernel Right in Your Browser
LinuxOnTab boots a real x86 Linux kernel in your browser tab via v86 and WebAssembly, with no install, server, or Docker required.
Optical Scale-Up Architecture Is Settled, Manufacturing Is the Bottleneck
OCI MSA members like AMD, Nvidia and Meta have settled the architecture for optical scale-up in AI clusters. The real challenge now lies in laser manufacturing.
Request Logging: Tracing Production Requests with Correlation IDs
Why correlation IDs and structured logs are essential for request logging. A practical look at Fastify, Express, pino, and AsyncLocalStorage for production debugging.