Give your Laravel AI agent real-time web knowledge
The Laravel AI SDK is provider-agnostic, but its built-in web tools aren't. Here's how to give your agent real-time web knowledge without losing that independence.
Tutorials
I Kept Losing the "Why" Behind My Code Every Time I Closed an AI Chat, So I Built a Tiny Tool to Save It
Last Tuesday I was deep in a session with an AI assistant, rewriting a caching layer that had been...
I built a job board that scores how 'real' each listing is (A–F)
Most remote job listings are ghosts — already filled, never opened, or posted just to farm résumés....
I rewrote my AI-agent tool from Bash to Python. That was the easy doubt.
There are, conservatively, nine thousand tools for running AI agents across your projects. This is...
Every AI-Generated Line of Code Is a Small Loan — And Eventually, You Have to Pay It Back
A bug showed up in my personal project last month. Nothing dramatic - a value wasn't updating the way...
Claude might be saturating your machine
My laptop was sitting idle with the fan at full tilt. Nothing was running that I knew of. The culprit...
Building a 3-tier on-device AI concierge: Gemini Nano -> MiniLM -> keyword, $0/query
Most "AI chat widget" tutorials assume you're calling out to an LLM API. This post is about the...
We almost handed out AWS keys to every team. So I built an LLM gateway instead.
A few months ago the ask landed on my desk that a lot of infra people are getting right now: "The XYZ...
Our few-shot examples came from the eval set. The 0.94 was fiction.
TL;DR. Our ticket-routing eval scored 0.94 for five weeks. The number was manufactured. We had built...
Karpathy's LLM Wiki is directionally right, but the implementation is a dead end
A few days ago, Karpathy dropped LLM Wiki. The AI internet exploded. "RAG is dead." "A true second...
Let AI agents use production data without handing them your database
Hi Devs, If you’ve connected an AI agent to a real database, you’ve probably felt the discomfort of...
I got tired of not knowing what my AI agents were doing, so I built a tiny observability tool
I build small LLM agents. Not the impressive kind you see in demos, just practical little things that...
Pourquoi j'ai cessé de lire mon propre backlog.md (et ce que je lis à la place)
Le matin où mon propre fichier m'a menti Mercredi 21 mai, début de session, café à côté du...
Contract First, Code Last: The Workflow That Stopped Us From Rebuilding Features Twice
Why validating a feature's UX in a throwaway interactive mockup — before writing a single real component — is the highest-leverage habit I've picked up this year, and what it actua...
Your Tenth Ship Is Always Someone's First
I ship MCP servers and agent automations constantly. Personal infrastructure, benchmarks, cron-driven...
An AI tutor that is not allowed to lie about circuits
The model proposes, the engine disposes. Verifying every LLM-built circuit against the real simulator before it reaches the canvas.
I Built a Dead-Simple API Gateway for My Local LLMs in 50 Lines of Python
I Built a Dead-Simple API Gateway for My Local LLMs in 50 Lines of Python I run three...
Run Qwen Coder & DeepSeek Locally: The 2026 Free AI Pair-Programmer Setup
You're paying $10 to $20 a month for Copilot. You don't have to. A 2024-era laptop can run a coding...
#04 – Modules & Modern Python Project Structure
Welcome to Day 4! Today is all about clean architecture, dependency isolation, and modern Python...
Your eval pass rate is 98 percent. Your confidence interval is probably wrong.
TL;DR. Almost every eval harness reports a pass rate with an error bar, and almost every one of those...
How We Built a Neuro-Symbolic AI Platform for the ASEAN AI Hackathon 2026
Originally published on my personal engineering blog at louvincentbaroro.me. At the ASEAN AI...
I auto-published 2,300 AI articles. Google buried 90% of my traffic.
This is the first post on this blog, and it exists because of a failure. So let me start there...
Why AI audit logs break when the facts change
Most AI agent audit logs can tell you what prompt ran, what model answered, and which tools were...
Founding Lead Playbook: Running Product, Architect & Engineering with AI Agents + 2 Humans
There are a lot of shallow "10x with AI" threads out there. This isn't one of them. This is the...