AI doesn't write bad code. It writes plausible code — so I tried to break my own AI-built app
Disclosure: I work on one of the tools in this post ( create-microservices-app ). But the experiment, commands, and outputs below are real, and the pa…
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Fixing Fablize Claude Opus Agent Skips: Node.js Blueprint
This article was originally published on BuildZn . Everyone talks about agentic AI, but nobody explains how to stop these things from just making stuf…
A Meal Planner & Grocery Shopping Agent in Typescript with HazelJS
In this post, we'll build a practical AI-powered meal planning agent using HazelJS. This agent helps users create personalized meal plans, discover re…
SkillOpt: Revolutionizing AI Agent Skills in 2026
After building 50+ AI systems, here is what we know about optimizing AI agent skills. SkillOpt is a groundbreaking open-source framework developed by …
When Agents Should Stop: Designing Safety Boundaries That Work
An agent in my homelab posted "HEARTBEAT_OK" to the ops channel 47 times over one weekend. Every message was technically correct. The scheduled jobs w…
Build Your Own MCP Server from Scratch
Every AI agent ships with the same bottleneck: it can only reason over what it can reach. MCP servers dissolve that boundary. They expose tools, resou…
Your Company Banned Claude Code the Week Workflows Shipped. The Gap Is Now 1,000 Agents Wide.
Your company banned Claude Code the week Anthropic shipped Workflows. The timing is worth documenting. While Microsoft's Experiences and Devices divis…
멀티 에이전트(Multi-agent) AI 시스템 가이드 2026 — 싱글 에이전트와 차이·도입 사례·외주 비용
멀티 에이전트(Multi-agent) AI 시스템은 여러 AI 에이전트가 역할을 분담하고 서로 통신하면서 복잡한 업무를 자율적으로 처리하는 구조다. 한 에이전트가 처음부터 끝까지 처리하는 싱글 에이전트와 달리, 검색·분석·실행·검증을 각각 다른 에이전트가 병렬로 맡고 …
Managing Proxies & Browser Fingerprinting for AI Pipelines
TL;DR To build reliable AI data extraction pipelines, you must align your IP reputation with realistic browser fingerprints. This means rotating IPs i…
LLM Benchmarks, Agent Frameworks, and the Tools That Matter in 2026 [03:37:09]
Hey there! If you've been keeping up with the AI space lately, you know we're in the middle of something genuinely historic. What used to be science f…
Why Your OpenAI Wrapper Is Costing Too Much (And How LangGraph Fixes It)
Many businesses rush into artificial intelligence by building a basic OpenAI wrapper. They connect a simple user interface to an API endpoint, upload …
Open vs Closed LLMs in 2026: The Game-Changing Convergence [03:32:15]
Hey there! If you've been keeping up with the AI space lately, you know we're in the middle of something genuinely historic. What used to be science f…
Single vs Multi-Agent AI: A Decision Framework
Most teams are solving the wrong problem In 2026, the most common mistake I see ML engineers and technical founders make is not choosing the wrong mod…
Your AI Agent Doesn't Need an API Key: Entra Agent ID and Anthropic's Workload Identity Federation
Your AI Agent Doesn't Need an API Key: Entra Agent ID and Anthropic's Workload Identity Federation Every system that authenticates with a static API k…
The Age of Accountable Agents: Building Trust in Your AI Automation
The Age of Accountable Agents: Building Trust in Your AI Automation\n\nThe air around AI feels different this "Long Hot A.I. Summer." Big tech is pour…
Build an MCP Server for Real-Time Web Data Extraction
TL;DR Build an MCP server to give AI agents real-time web access by wrapping the AlterLab API in a standardized tool schema. This setup allows agents …
Open vs Closed LLMs in 2026: The Game-Changing Convergence [03:31:30]
Hey there! If you've been keeping up with the AI space lately, you know we're in the middle of something genuinely historic. What used to be science f…
Harness Engineering: The 'New Software' in the AI Era?
With the massive AI boom we are experiencing, I started writing an article about testing. In the midst of my research, I began studying Harness Engine…
How Cursor with Claude Opus Deleted a Production Database in 9 Seconds
There is a class of AI-incident postmortem that the industry now produces about once a quarter, and on the night of April 25 it produced the cleanest …
Fail-Open Pipelines Are Half the Answer: The Findings Tracker Is the Other Half
I. The 65% datum Real Python's recent audience research surveyed 278 Python developers about agentic coding workflows. 65% reported being stuck on a c…
All Agent Harnesses: The Live Comparison
{/* LAST_UPDATED: 2026-07-03T12:00:00Z */} 🔴 LIVING ARTICLE — This page is continuously maintained and updated as platforms ship new features. Bookmar…
Orchestrating Multi-Agent Systems with CrewAI: From Prototype to Production
Multi-agent AI orchestration is the new enterprise integration backbone. As Forbes Tech Council recently highlighted, the ability to coordinate multip…
No More Hallucinated Citations: A Domain-Specific RAG System with Ollama, ChromaDB and AI Agents
TL;DR: I built a full-stack knowledge pipeline around a corpus of 2,514 academic PDFs focused on urban art. The system combines ChromaDB vector search…
Is Your Claude Code Safe From Base64? Inside 2026 AI Agent Attacks
Introduction Greetings from the island nation of Japan. Six months ago I wrote about befriending Base64, a piece I now read back with the soft embarra…
Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.
Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System. Let's get the uncomfortable part out of the way first: I'm a developer. I'm hom…
Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.
Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System. Let's get the uncomfortable part out of the way first: I'm a developer. I'm hom…
Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.
Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System. Let's get the uncomfortable part out of the way first: I'm a developer. I'm hom…
Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.
Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System. Let's get the uncomfortable part out of the way first: I'm a developer. I'm hom…
Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.
Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System. Let's get the uncomfortable part out of the way first: I'm a developer. I'm hom…
Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.
Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System. Let's get the uncomfortable part out of the way first: I'm a developer. I'm hom…