Solon Server Threads: Zero-Config Thread Pool Tuning That Just Works
Auto-tuning thread pools by CPU cores eliminates guesswork—no more late-night deployments derailed by hand-tuned thread counts.
Development
Why AI Reasoning Isn't the Right Tool for Every Job
Engineers are rushing to embed AI into workflows, but reasoning models introduce unpredictability where certainty is critical.
OpenTelemetry metrics refactored: breaking the god-class curse
How one team replaced a monolithic metrics handler with modular, per-subsystem classes—and why OpenTelemetry’s design constraints demand it
Why your PDFs from JavaScript pages are blank — and how to fix it
Modern SPAs leave PDF tools helpless until you run the page in a real browser. Here’s the reliable way to capture what users see.
Why AI agents need independent checkers — the maker/check paradigm explained
Independent validation beats smarter models, but most teams still let agents check themselves. Here’s why that fails and how to fix it.
GitHub’s case-folding trick: faster search with a counterintuitive twist
GitHub’s Blackbird search engine now folds text at memory speed by skipping an “optimization,” speeding up regex and username lookups across 480TB of code.
July 2026 saw $55.8B in robotics funding—here’s what changed
The robotics industry hit a record $55.8 billion in funding in H1 2026, with Neura Robotics confirming a December deployment and NVIDIA’s sim-to-real pipeline now running at scale.
AI harnesses inherit old middleware bugs — and the pattern repeats
The rise of AI orchestration layers is reviving forgotten middleware trust issues, security experts warn. Here’s why the same pitfalls keep coming back.
Databricks’ AI agent tackles legacy SQL migration head-on
Databricks’ new AI-powered agent automates legacy SQL migration to its lakehouse, cutting manual effort and speeding up transitions from Oracle, Teradata and others.
OpenCode offers free AI coding agent as Claude alternative
A new open-source AI coding agent provides free local and cloud model options, positioning itself as a flexible alternative to Claude Code.