I built MargIQ to learn which AI workflows actually need expensive models
Stop treating every AI workflow the same: optimize models where it actually matters Most...
Tutorials
Serving Agent Traffic Without Breaking Your Origin
You keep an origin healthy while staying open to AI agents by caching the cheap, near-static surfaces...
I built a VS Code extension that reads your code aloud and narrates git diffs with AI
I do a lot of doc-heavy and review-heavy work, and I kept losing time re-reading dense markdown and...
My RAG evaluation pipeline returned nan — here's what that taught me about Groq, RAGAS, and production LLM systems
I built four GenAI projects before this one: a PDF chatbot, a tool-calling exam-prep agent, a manual...
How I Use Client Demos To Manage Freelance App Projects In 2026
A software project can look extremely busy while delivering almost nothing a client can use. Files...
Hyperscalers Are Building the Digital World Like It’s 2015 — And It Shows
I didn’t set out to diagnose hyperscalers. I wasn’t doing a grand industry analysis. I wasn’t mapping...
Codegraph
How I Built CodeGraph: A Living Knowledge Graph That Tells You What Breaks Before You Break It Built...
Architecting the Truth: How CRDTs and Hybrid Logical Clocks Solve Distributed AI Synchronization
The modern enterprise is deploying dozens of autonomous AI agents across distributed systems. But we...
I Gave an AI Agent an Impossible Target to See If It Would Cheat
TL;DR A "loop" is not an agent grading its own work. It is an external script that re-runs the...
Part 2: When Nobody Grades Their Own Homework
TL;DR Some things can't be checked with a number, like whether an animation feels right. So a...
Part 3: A Loop Whose Job Is to Do Nothing
TL;DR This loop runs on a schedule and succeeds by doing nothing almost every night. The pass/fail...
Yes-Brainer — A council of LLMs that debate in the browser
Yes-Brainer is a council of AI models for the decisions that aren't no-brainers. One question fans...
How We Built DJ ROOTS: An AI-Powered Music Recommendation Platform
🎧 DJ ROOTS – Building a Real-Time Collaborative Music Platform with Gesture Control Crowd...
What building a remote MCP server taught me about authentication
When I started building Opula - a hosted MCP server that lets Claude read your portfolio, net worth,...
Amazon Bedrock Managed Knowledge Base: What Developers Actually Need to Know
On June 17, 2026, AWS launched Amazon Bedrock Managed Knowledge Base, a fully managed...
StudyMate AI
StudyMate AI: Building a Voice-First Adaptive Learning Engine That Actually Knows When a...
When They Know: Why Chaos is Just Order We Haven’t Found Yet
WHEN THEY KNOW the hidden mathematics behind the madness, chaos ceases to exist. To the human brain,...
Comment on a appris la culture de notre équipe à un agent IA
Google Antigravity : Rules, Skills, Workflows et Tâches planifiées pour transformer un agent IA générique en vrai membre de l'équipe. Retour d'expérience depuis Libreville.
Building PathFindr: An AI-Powered Campus Navigation App with Expo and Sarvam AI
Navigating a large university campus can be overwhelming, especially for new students, visitors, and...
I gave an AI agent the same deployment on four clouds.
Full disclosure up front: I run one of the four platforms in this test (redu.cloud), so take my...
Codex no VS Code não carregava no Linux Mint: falha no sync de plugins, IPv6 quebrado (solução)
Descrição curta / resumo A interface da extensão Codex ficava completamente vazia no VS...
The Question That Disappeared: Remote Claude Code and the 3-Hour Trap
The task had been running a while on my remote box — one of those long, multi-step jobs I kick off...
I built a Claude skill that reviews your SvelteKit project structure like a senior architect
A Claude skill that designs, reviews, and migrates SvelteKit project structure, with tradeoffs instead of dogma.
Tracking LLM Latency & Cost: How I Instrumented an AI Agent Pipeline Using OpenTelemetry and SigNoz
The Problem: The High Cost of Blind AI Requests When you build a standard CRUD application,...