Kaostyl

Ça test kimi k3 dans Hermes 🫣 Si c’est cool je bascule tout dessus Qui a test ?

I reverse-engineered a website's private API using OpenClaw and a headless browser. No Burp Suite. No Postman. No proxy. No manual work. Here's how 🧵 I needed data from a domain search platform. They have no public API. No docs. No developer portal. Just a web UI with a login form and search results. Most people would: → Open Chrome DevTools → Copy network requests manually → Paste into Postman → Figure out auth cookies → Build a script by hand That takes hours. My OpenClaw agent did it in 15 minutes. Here's the method: Step 1: I told OpenClaw to open the site in its built-in headless browser and log in. It navigated to /login, found the form, filled credentials, submitted. Step 2: While logging in, it intercepted every network request. POST /login → 302 redirect → session cookie set. It noticed the app uses Laravel + Inertia.js (the X-Inertia headers gave it away). Step 3: It mapped the entire API surface. From watching the browser requests, it discove

n8n is dead. I fed my AI all my workflow JSONs and it replaced every single one. I ran n8n for over a year. 15+ workflows on a Hetzner VPS. HTTP nodes, webhooks, JSON parsing, conditional branches, error handling. Then I did something stupid: I exported every workflow as JSON, dropped them into @OpenClaw, and said "replicate all of this." It took 20 minutes. Not 20 minutes per workflow. 20 minutes TOTAL. The AI read every JSON, understood the logic, and rebuilt each one as a self-healing cron job. Here's the difference nobody talks about: n8n workflow: → 47 nodes connected with spaghetti → API changes? Rebuild 6 nodes manually → Edge case? Add more conditional branches → Breaks at 3am? Wake up and debug OpenClaw workflow: → "Scan X for trending AI news, write a 1000-word article, generate a thumbnail, publish to WordPress, submit to Google Search Console" → API changes? The AI adapts automatically → Edge case? It figures it out → Breaks at 3am? It reads the error

Claude Code costs $17/month and runs out in 2-4 tasks. The $200/month plan? That's rent money. Here's how I vibe code for FREE with generous limits. Every method is legal and working right now: The thing most people don't understand Claude Code is just a terminal agent. The intelligence comes from the model behind it. And comparable models exist — for free. What you actually need: an open-source agent + a free hosted model. That's it. Method 1: Aider + Nvidia (the best one) Aider is an open-source terminal agent that does exactly what Claude Code does. 30K+ GitHub stars, 15B tokens/week processed, built by Paul Gauthier. This isn't some random weekend project. Setup in 3 steps: 1. Install UV: curl -LsSf astral.sh/uv/install.sh | sh 2. Install Aider: uv tool install aider-chat 3. Go to build.nvidia.com → pick a model (Kimi K2.5 or DeepSeek R1 recommended) → generate a free API key Export the key, run Aider with the Nvidia model, and you have a Claude Code clone. Fre