AI setup for software engineers: My 5-part system
The model is the easiest part — here's how to build the durable system around it that makes AI agents actually useful.
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.
The model is the easiest part — here's how to build the durable system around it that makes AI agents actually useful.
Partial codebase understanding isn't a failure — at large companies, it's the only realistic option, and good engineers learn to work with it.
A practical walkthrough of using an AI coding agent across the full SDLC — from issue triage to PR review — without losing control of your codebase.
QuickJS is a tiny, embeddable ES2025 JavaScript engine now 42% faster, with no external dependencies and cross-platform binary support.
Spiel is an archived but functional Python package for building terminal-based slideshows using the Rich library.
A complete guide to PHP file uploads covering HTML forms, $_FILES, validation, error handling, and security best practices for developers.
This archive is built from SMRTR newsletter stories. Subscribe for hand-picked stories without the extra noise.
A from-scratch browser built in Node.js just rendered the world's first website nearly pixel-perfect to Chrome, exposing two subtle but fascinating bugs.
Mindwalk replays AI coding-agent sessions as glowing light on a 3D codebase map, making agent behavior instantly visible.
HTTP QUERY (RFC 10008) finally gives developers a safe, idempotent method for complex queries — no more abusing POST or hitting GET URI limits.
A step-by-step guide to deploying Gemma 4 on Google Cloud TPUs using a Python MCP server and Antigravity CLI for full lifecycle management.
MCP servers let developers build apps that run directly inside AI chat, connecting assistants like ChatGPT to real tools, databases, and interactive interfaces. A new tutorial shows how to build and deploy one using Node.js,...
A practical guide to designing and deploying highly available AWS infrastructure using Terraform, covering VPCs, Auto Scaling, RDS Multi-AZ, and CI/CD integration.
reCAPTCHA isn't really about stopping bots — it's Google harvesting training data, and free alternatives like hCaptcha do the job better.
SpaceXAI's Grok 4.5 launches with a 500K-token context window and a cost-efficiency pitch aimed squarely at coding agents and knowledge workers.
Cognition's SWE-1.7 powers Devin with competitive benchmark scores, but vendor-owned benchmarks mean teams should pilot it on real repos before trusting the numbers.
sqlitefeed uses eBPF uprobes to live-stream every SQLite query from every process on your Linux host — no app changes needed.
ingit is an AI-built browser-based git GUI with animated graphs, reflog recovery, GitHub CI integration, and live AI agent session tracking.
GitHub eliminated ownership gaps across 11,000+ repos using custom properties, automated enforcement, and a 30-day grace-period archiving workflow.
A hands-on comparison of eight coding agent interfaces — Emdash, Conductor, Cursor, and more — to help you find your most productive setup.
Redis powers rate limiting, distributed locks, message queues, WebSocket scaling, and AI semantic caching — all with production-ready Python code.
Running Elm's TEA loop as a native batch job turns each work item into a typed state machine where failures are checkpoints, not crashes.
New CSS functions sibling-index() and sibling-count() finally make staggered animations doable in pure CSS, no JavaScript hacks required.
Meta's Muse Spark 1.1 enters the agentic coding AI race with competitive pricing and enterprise-focused automation capabilities.
Open source burnout stems from solo maintainers becoming bottlenecks—fix it with shared ownership, public decision logs, and fast responses to newcomers. If you're stepping away, archive the repo so dependents know it's finished.