Latest story• Apr 30, 2026
Developers vs AI: Can You Spot When AI Is Wrong?
AI code looks polished but hides subtle bugs — the most valuable developer skill now is spotting when AI is wrong.
SMRTR Programming
Programming stories
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.
Latest stories
The Easiest and Fastest Way to Build MCP and Claude Apps
Laravel's MCP package now lets AI tools return interactive HTML UIs rendered inline inside Claude or Copilot chats, replacing plain text responses.
7 Techniques That Supercharged My Claude-Assisted Development
A practical production guide for AI agents covering the six decisions that separate weekend demos from systems that survive real traffic.
Zed, the Rust-Made Coding Editor, Hits 1.0
Zed 1.0 is a blazing-fast, Rust-built code editor from the Atom creators that leaves Electron — and VS Code's performance — in the dust.
wolfTPM: A highly portable TPM 2.0 library, designed for embedded use
wolfTPM brings full TPM 2.0 support to embedded systems, now with post-quantum crypto (ML-DSA, ML-KEM) and a software firmware TPM for chipless platforms.
How AI Is Transforming Software Engineering and How Developers Can Take Advantage
A practical engineering guide covering the six decisions that separate a working AI agent demo from a production-ready, secure, observable system.
SMRTR Programming
Get the next batch of curated stories in your inbox.
This archive is built from SMRTR newsletter stories. Subscribe for hand-picked stories without the extra noise.
More recent stories
Anthropic's new Claude Security tool scans your codebase for flaws - and helps you decide what to fix first
Anthropic's Claude Security scans entire codebases for vulnerabilities and ranks findings by severity, helping developers fix critical flaws faster.
Tool calls that execute 100% of the time
dotlambda enforces schema-compliant tool calls in LLM agents, cutting failure rates by 10%+ and token usage by up to 65%.
The Importance of Native Randomness in CSS
CSS finally gets native randomness with `random()` and `random-item()`, ending decades of hacks and JavaScript workarounds for dynamic styling.
JavaScript vs TypeScript? Maybe We’ve Been Asking the Wrong Question.
TypeScript doesn't make your code safe — runtime validation and engineering discipline do, regardless of which language you choose.
They said AI Would Kill SaaS Boilerplates. It's Doing the Opposite.
AI empowers more builders, but a clean boilerplate like Open SaaS handles the architecture problems AI consistently gets wrong.
The LLM Is Not a Junior Engineer
LLMs aren't junior engineers — they're nondeterministic, amnesiac black boxes, and teams adopting them without risk frameworks are flying blind.
Cursor vs Copilot vs Claude Code: What Makes Developers 10x Faster?
Copilot, Cursor, and Claude Code serve different dev workflows — teams layering all three see 28% faster sprint delivery than single-tool users.
A CLI that'll prevent you from half-assing Auth
**create-authenik8-app** is a CLI tool that generates a production-ready authentication backend in ~30 seconds, with JWT, Redis sessions, RBAC, and rate limiting pre-built. Its "Identity Engine" unifies all login methods,...
Building a Reactive SPA by Using PHP, Twig, and JavaScript via Stimulus: Part One
Build a real-time Kanban board in Symfony 7.4 using Turbo and Mercure — no React, no Vue, no Node.js build step.
The Final Form of Software Development
AI agents writing formally verified RISC-V assembly in Lean could be the most rigorous approach to bug-free zkVM guest programs.
How I Structure a FastAPI Backend with LLM Features (From a Real Project)
A real-world FastAPI project structure that isolates LLM logic into its own domain layer to prevent chaos as complexity grows.
The future of software development has less development
Top engineers at AI Dev 26 debate whether the future of software is humans managing AI agents — not writing code at all.
Building a production MCP server in Go
Arcjet shares how they built a Go MCP server integrated into their API, covering OAuth discovery, tool design, and prompt injection defense.
The Art of Logging: How to Write Effective Logs
Effective logging means capturing the right events at the right severity — not everything — so engineers can trust their alerts and debug faster.
How to Dockerize a Go Application – Full Step-by-Step Walkthrough
Learn to dockerize a Go app and orchestrate a full multi-container stack with Docker Compose, MySQL, and phpMyAdmin.
Java in a Container: Efficient Development and Deployment With Docker
Learn how one team shrank bloated Java Docker images from 800MB to 200MB using multi-stage builds, layered JARs, and container-aware JVM tuning.
OpenAI Codex system prompt includes directive: "never talk about goblins"
GPT-5.5's system prompt explicitly bans goblin talk twice — because the model apparently kept bringing them up unprompted.
Why Human-in-the-Loop Still Matters in AI-Assisted Coding
AI writes code fast, but humans must still validate logic, edge cases, security, and architectural fit before anything ships.