We let an AI reviewer approve and merge its own PRs — here's the open-source gate that makes it safe
We're building human0: a company that runs itself, operated by autonomous AI agents instead of...
Tutorials
Six months ago I couldn't code. Now I run 12 companies' software on Claude Code. Here's what production taught me.
What actually breaks when you take an AI coding agent from demos to production — and what held up. ...
Kimi K3: Moonshot AI's 2.8-Trillion-Parameter Open Frontier Model — Benchmarks, Architecture, and Everything We Know
Moonshot AI's Kimi K3 is a 2.8-trillion-parameter open-source model with a 1M-token context window, native vision, and benchmark performance rivaling Claude Fable 5 and GPT-5.6 Sol...
Claude Code kept cutting out mid-task. I counted the causes and got it down to 3.
I use Claude Code every day building a Windows app. Right when a task was flowing, it would just...
How I Built an AI-Powered Compliance Marketplace for the Cannabis Industry
The cannabis industry isn't just another e-commerce business. Every product, every business, and...
Future of React in the AI Era: Why React Developers Are More Valuable Than Ever
The Rise of AI Doesn't Mean the End of React Artificial Intelligence has fundamentally...
Open Interpreter: Your App's New Brain? A Dev's Take on Local AI Agents
Alright folks, let's talk about something that's been rattling around in my brain lately: Open...
The Budget System: Thalers, Bytes, and Milliseconds
A Neander program is guaranteed to stop, as we saw last time. But "stops eventually" is not good...
One .env Key Held Two Different Usernames. My Fix Wasn't to Make the Code Guess Better.
Early on in a small MCP server I built to manage my GitHub profile and DEV.to articles, every GitHub...
My Publishing Agent Runs Twice a Day and Remembers Nothing. That's the Design, Not the Bug.
I have a scheduled job that writes and publishes DEV.to articles for me, twice a day, no human in the...
Has anyone else run into this problem while building an AI SaaS?
You launch your product, a few customers start using it, and then you realize... How do you know...
A Tiny LLM Request Recorder I Use to Reproduce Production Failures
Most LLM failures are easy to describe and surprisingly hard to reproduce. A user reports that the...
Your services already know why they broke. You just delete that knowledge at deploy time.
I want to start with a moment most of us have lived through. It's 3 a.m. A dashboard is red. You're...
AI agents need their own SSL. Here's why I built it.
In 1995, Netscape released SSL. The web didn't really take off commercially until then. Before SSL,...
ATC is now real: Ed25519-signed agent trust cards with working verify + revoke
Yesterday I wrote about 8 security layers for my MCP marketplace. Today I'm shipping the 9th: Agent...
Vector Databases, Deep Indexing & Token Economics: The Complete Story (phase 3)
From "we have vectors" to "this actually scales, and doesn't bankrupt us." The Story...
I Did the Math on Kimi K3. The $15 Output Price Isn't the Whole Cost Story.
Kimi K3 is real: 2.8T params, 1M context, and a $3/$15 API. I ran the cost math and found the bigger catch is output verbosity.
I built a DOS game launcher for Windows 11 with automatic DOSBox setup
Getting a DOS game running on a modern PC often means finding the right executable, writing mount...
Why I Built Local-First Agent Memory
When an AI agent needs to remember what it has done, most product roadmaps point straight to vector...
My AI QA agent said "all features working." The canvas was blank. Here's what it was actually seeing.
Back when I first delegated QA to an AI agent, it signed off on a tool with "all features working,...
You Almost Never Think. That's Why Your Brain Doesn't Crash.
Recall your workday yesterday. You reviewed a PR. You traced a bug. You weighed two designs. All of...
corpus-scrub 0.1.0: detecta y redacta PII y secretos en corpus de entrenamiento antes del entrenamiento LLM
corpus-scrub 0.1.0: detecta y redacta PII y secretos en corpus de entrenamiento antes del...
Stop Prompting LLMs to do Legal Math. It's Broken.
A deep dive into why LLMs fail at complex financial/legal calculations and how specialized MCP servers like the US Post-Judgment Interest Calculator provide the deterministic execu...
3 months, ¥0 revenue: a field worker owns our shop, AI operates most of it. Here is everything. Tell us what we are missing.
The full operational and financial reality of nokaze after 3 months: what we shipped, what failed, real numbers, and five specific questions we need outside eyes on.