mager.co

LangChain just dropped Open SWE — an open-source framework for building internal coding agents like Stripe's Minions, Ramp's Inspect, and Coinbase's Cloudbot.

4lb corned beef, mini carrots, cabbage, potatoes — braised low and slow in a covered Dutch oven.

3 ripe bananas, brown sugar, walnuts, and a scoop of plain yogurt — baked at 325° convection for the moistest loaf you'll make.

Stop stuffing your prompts.

How a weekend contribution to OpenClaw replaced my autossh aliases with `openclaw tunnel up/down/status` — and what I learned reading a real codebase to do it right.

I built an MCP server for Loooom so AI agents can search, explore, and install Claude Code skills without ever leaving their context.

The Claude Agent SDK gives you the same engine that powers Claude Code, fully programmable.

Andrej Karpathy open-sourced a loop where AI agents run experiments, measure results, and keep what works — all while you sleep.

mager.co is no longer just a blog.

I kept fixing the same SEO issues by hand — missing keywords, empty hero images, weak descriptions.

Eighty years after Asimov's Three Laws of Robotics debuted, we're building the future he imagined—without the safeguards.

LangGraph is the production framework for complex agent workflows.

LangChain just shipped DeepAgents — a batteries-included agent harness that brings Claude Code's magic to any model.

Part 2 of the prompt verification series.

Most websites beg search engines for attention.

Stop re-prompting every AI session.

A deep dive into the two most powerful tools for building production-grade multi-agent systems — LangGraph's graph-based orchestration and Anthropic's Claude Agent SDK (formerly Claude Code SDK).

I run two AI agents — magerbot handles code and ops, genny runs my life.

I built a second AI agent to manage the parts of my life that code can't fix — exercise, nutrition, travel, and living to 100.

A whole chicken browned on the stovetop, then slow-roasted in a Dutch oven over turmeric-saffron basmati rice.

Three ingredients, one sheet pan, and a blender.

Stop shipping AI features blind.

Spec compliance tells you if a skill is readable.

How to run OpenClaw on a Mac Mini 24/7, lock it down with Tailscale, and load your agent's brain with brainpack — so your laptop can reach it from anywhere on your tailnet.

I'm going to Japan in 2 months.

Your AI agent has memories, skills, and a personality.

A dead-simple one-dish Greek chicken casserole with orzo, feta, spinach, broccoli, sautéed onion, and lemon.

How I used the pi-mono toolkit — the same engine behind OpenClaw — to build a free, terminal-based music friend that reads the beatbrain discover feed and recommends what to listen to.

Italian sausage, tiny sea shape pasta, crushed tomatoes, kale, and a Parmesan rind simmered into a brothy, deeply savory one-pot soup.

I analyzed three of my projects, interviewed myself about what makes a UI hot, and packaged it all into a reusable skill for Claude Code.

A practical guide to building a multi-agent AI system with OpenClaw.

A cozy Italian-American casserole featuring shredded rotisserie chicken, San Marzano tomatoes, peppers, and mushrooms topped with melted mozzarella.

A slightly spicy white chile with green chiles, chicken, corn, and hominy.

A quick and flavorful green curry with chicken and broccoli served over rice - simple weeknight comfort food.

A delicious fusion of Mexican flavors layered like lasagna, featuring shredded rotisserie chicken, corn tortillas, green & red chile sauce, and plenty of cheese.

A practical guide to building two-stage AI recommendations: use embeddings for fast retrieval, then small LLMs like Gemma 3 for natural language explanations.

A quick, one-pan meal featuring orzo, spinach, peas, and feta.

A rich and creamy broccoli cheddar soup with sharp cheddar cheese, perfect for a comforting meal on a cold day.

A hearty cottage pie made with ground beef, following Alton Brown's method.

beatbrain is a social music discovery app built on Go Fx and Firestore.

A beautifully tender pork roast, slow-cooked in savory aromatics with an incredible crust.

A light, comforting soup packed with vibrant flavor and healthy ingredients like butternut squash and lentils.

A lighter, bright and nutty take on classic meatballs with chicken and pistachios.

A hearty and warming turkey chili with a deep, smoky flavor from chimayo pepper, perfect for a cozy dinner.

A reverse sear technique for perfectly crispy skin and juicy meat, every time.

A foolproof recipe for a perfect medium-rare Tomahawk steak.

A lighter, summery lasagna using grilled zucchini instead of noodles, with mozzarella, ricotta, and a simple tomato sauce.

Incredibly tender, flavorful pulled pork made easy in a Dutch oven using a sear-first, low-and-slow braising method.

A taste of Italy anytime, these meatballs will steal the show at any special occasion or a Tuesday.

My staple mac & cheese, just a few pantry ingredients and a lot of comfort.