Build Your Own Local AI QA Engineer With Docker, Ollama, LibreChat, and Playwright MCP
Run a fully local AI QA engineer using Ollama, LibreChat, and Playwright MCP to automate browser testing with natural language — no cloud required.
Get hand-picked daily summaries of the best, most informative programming articles from around the web. Browse recent summaries, then jump to the original source when you want the full article.
Run a fully local AI QA engineer using Ollama, LibreChat, and Playwright MCP to automate browser testing with natural language — no cloud required.
Effective React error monitoring requires multi-level tracking, context enrichment, and PII sanitization — Datadog Error Tracking automates all three for faster debugging.
Build a complete file-sharing app with Next.js and Filestack — drag-and-drop uploads, short links, and serverless image transformations via URL.
Skybridge lets you write one React app and deploy it to ChatGPT, Claude, and any MCP-compatible client — no duplicate integrations needed.
One missing line of React code locked government staff out of critical systems — and every automated test passed without catching it.
Kilo's data from 3M developers maps a five-stage AI adoption curve where real throughput gains only kick in at stages three through five.
This archive is built from SMRTR newsletter stories. Subscribe for hand-picked stories without the extra noise.
Learn how the Circuit Breaker pattern stops cascading failures in distributed systems — and why your GenAI pipelines need it too.
A July 2026 LeadDev study found 79% of AI-generated pull requests are reviewed by their own author, missing critical context like original prompts and mid-run decisions. A new "session review" framework proposes preserving agent...
@rabbx/overseer is a zero-dep file watcher that auto-detects Bun, Deno, or Node and handles graceful process restarts with glob support.
A documentary on Java's history explores how its open-source model, governance structure, and early design decisions continue shaping modern software infrastructure.
A painful 2 AM outage reveals why ML teams must rethink Docker: externalize weights, split training/serving images, and write real health checks.
GitHub's PR-based collaboration model is now a bottleneck for AI-speed development — the fix is infrastructure primitives, not better pull requests.
Kilo's CLI, VS Code, and JetBrains extensions all share one global config — here's how to truly isolate separate setups.
Anthropic's AI found hundreds of critical Microsoft bugs faster than engineers could patch them, and adversaries may now have similar capabilities.
OpenAI's open-source agent harness quietly powers Codex and ChatGPT Work — and major optimizations have slashed token costs by up to 80%.
Callbacks are JavaScript's core async tool — understanding them makes Promises and async/await click into place much faster.
A single-file Swift macOS menu bar app that shows Claude's service status as a colored dot, polling every 60 seconds.
James Quick hasn't written code in 8 months but is building more than ever — and it's reshaping what developer education even means.
Google's Play Signal API is going global by 2026, letting Android apps serve age-appropriate content without collecting personal data from minors.
A hardware-tiered breakdown of the best local open-weight coding models in 2026, from 8GB GPUs to 64GB Macs.
pyWeMo lets you control Belkin WeMo devices locally via Python, with no cloud dependency — critical as Belkin ends official support in 2026.
MindFlock lets you run multiple AI coding agents in parallel, each isolated in git worktrees, with a desktop UI showing which agent needs your attention.
Build your first PyTorch neural network in PyCharm, training on MNIST handwritten digits and hitting over 96% accuracy.
OpenWorker is a local, model-agnostic desktop agent with a typed permission system and no vendor inference — just real finished work.