Distill Coding Agent Learnings
Stop feeding coding agents permanent context. Give them explicit scope, selective recall, temporary working memory, verification, and a human-governed learning loop.
Tutorials
Building a Zero-Hardware Keyboard Light: My Journey with C#, WPF, and OLED Efficiency
Working late nights on server migrations and code architectures often means typing in low-light...
Inkling MoE + Agent Safety: Token Efficiency Meets Reliability
This week's tooling news clusters around two themes that don't usually arrive together:...
Agentic Systems: From Single Agent to Orchestration
A single agent — one model, a system prompt, a handful of tools, and a loop — gets you surprisingly...
xAI Open-Sourced Grok Build Two Days After It Got Caught Exfiltrating Your SSH Keys
The code that silently uploaded entire repos to Google Cloud is still in the "open source" release — just disabled. Here's what's actually in the diff.
Speechify's Scalability Secret: A Deep Dive into Vercel's Edge Network
As a developer who's worked on numerous web applications, I've always been fascinated by the...
Does Any AI Cite Your Site? A Cheap Weekly Probe That Counts Citations
You can optimize for AI search forever without knowing whether it works. Here's a pennies-a-week probe that fires the questions your users would ask a grounded model, checks whethe...
Claude Code Hooks: Real Examples (PostToolUse, Stop, PreToolUse)
Copy-paste Claude Code hook examples: auto-format after edits, block dangerous commands, and the Stop hook that forces a final check without an infinite loop. Real settings.json co...
Owning your fediverse identity
turva.dev runs on one rule: own the surfaces that carry your value, do not rent them. That rule moved...
json_shield: Engineering an AI-Ready Dart Package
Code generation has shifted. The majority of code calling a new pub.dev package is no longer typed by...
The Difference Between Search and Discovery
Sometimes the answer isn't missing. It's just scattered. A few weeks ago I caught myself doing...
Fuse v4.2, an open source MCP/CLI tool to speed up Claude Code on C# codebases
Fuse 4.2 is an open source .NET global tool that runs as an MCP server or from the command line. I...
Your AI agent should not have unrestricted power
Your agent decides. Code decides whether it is allowed to act. A deterministic safety gate for AI agents. Plain Python, no deps.
Streaming AI Responses in Laravel with Server-Sent Events
In the first post of this series we built a working AI chatbot in Laravel. It had one problem every...
BrowserAct vs Agent Browser: A Hands-On Stealth Execution Comparison
BrowserAct vs Agent Browser: A Hands-On Stealth Execution Comparison Cloudflare and...
Cursor Makes Me Faster—but Is It Making Me a Worse Developer?
Before AI coding tools, building software often meant spending hours debugging, reading...
Adding an AI Chatbot to Your Laravel App with the OpenAI API
Every product I've worked on in the last two years has eventually gotten the same request: "Can we...
AI Can Write Your React Code. It Still Can't Tell You Why It's Wrong.
Every few months there's a new wave of "AI just made developers obsolete" takes, and every few months...
Le Vibe Coding est mort. Place à l'Intentional Coding.
Quand j'avais seize ans, une lecture d'été a laissé en moi une marque qui ne s'est jamais effacée....
Building a Confidential Cross-Chain Identity Protocol with Oasis Sapphire, ENS & Base
The biggest paradox in Web3 identity is that while we demand privacy in the real world, our on-chain...
Claude Wake Up ⏰: Start your Claude session at 5 AM (without getting up yourself)
"usage limit reached." Mid-flow, at the worst possible moment. What if that line never landed when...
The first interface you don't have to learn
Today you can hand a GoodBarber app to an AI agent and talk to it like a colleague: "publish this...
Generating AI-Powered Product Descriptions & SEO Metadata in Laravel 13 Using OpenAI
As AI becomes part of modern web applications, one feature I've been working on is automatically...
[8/10]The One-Click Pipeline: How One SSE Stream Orchestrates Everything
Series: Building a Modular Assessment Engine (8/10) The previous posts covered individual modules....