Karpathy's agent-native infrastructure + working Python agent template
How To Setup Guide A Agent-Native Hub Karpathy open-sourced AgentHub last week. Then the repo went private. I forked it before it disappeared. Here is…
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Not Everything Needs MCP, Part 2: The 2026 Phase Transition — When Three Independent Roads Led to the Same Conclusion
The Ancient Past of Eighteen Months Ago — And What It Taught Us About the Future of AI Agents Let me tell you a story from the ancient past. By which …
MiroFish: the Open Source AI Engine Predicting Everything
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Codified Context: A chemist wrote 100K lines of game code alone. The secret was the context architecture.
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Everyone Agrees Agent Identity Is the Problem. Nobody Agrees on the Solution.
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How I built sandboxes that boot in 28ms using Firecracker snapshots
A deep-dive into building a sandbox orchestrator that gives AI agents their own isolated machines. Firecracker microVMs, snapshot restore, and why 28m…
Building Heritage Keeper: A Gemini Live Agent for Family Story Preservatio
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What we found when we audited botlington.com itself
What we found when we audited botlington.com itself Rule one of selling something: make sure it works on yourself first. We sell agent token audits. S…
StudyMate AI - Memory-Powered AI Study Companion
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Xoul - Building a Local AI Agent Platform with Small LLMs: The Walls of Tool Calling and Practical Solutions
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An Autonomous, Agentic, AI Assistant, Meet Alfred and this is how I built him.
Introduction My people it's me again. This time I have built something fun but mostly useful. I gave building an autonomous agent a chance and it's tu…
Defense in Depth: Tenant Isolation for an Agent That Executes Code
How we built five layers of security to prevent cross-tenant data leaks in a code-executing agent — and why we're still adding more. The Problem We bu…
What if LLMs needed a spine, not a bigger brain?
I’ve been building something for the past few months, and I’m still trying to figure out whether I’m hitting a real problem or just over-structuring s…
Maestro: A Customizable CLI Agent Built Entirely in PHP
For a long time, the implicit message from the AI tooling industry has been: if you want to build agents, learn Python. The frameworks, the tutorials,…
Cross Cloud Agent Development with the Google ADK and Amazon EC2
This article covers installing, and customizing an Amazon EC2 instance with Gemini CLI and the ADK agent platform tools to simplify working with a Cro…
We built a living canvas for our AI agent team — here's what that actually means
Most AI tools make their agents invisible. You kick off a job. You wait. You get a result. Somewhere in between, agents did things — but you have no i…
AI Chatbots vs AI Agents: What Developers Should Build in 2026
AI Chatbots vs AI Agents: What Developers Should Build in 2026 The distinction between AI chatbots and AI agents isn't just semantic—it's architectura…
Can we make AI objective? A retouched echo chamber and the illusion of neutrality
Why even advanced scaffolding does not turn a model into an objective source of truth Modern language models have become capable tools. They can reaso…
EVAL #004: AI Agent Frameworks — LangGraph vs CrewAI vs AutoGen vs Smolagents vs OpenAI Agents SDK
Every week there's a new AI agent framework on Hacker News. The GitHub stars pile up, the demo videos look magical, and six months later half of them …
I Evaluated Every AI Agent Observability Tool on the Market. Here's What's Actually Missing.
If you're shipping AI agents to production in 2026, you've probably already Googled "AI agent observability tools" and found a dozen options. LangSmit…
Your AI Agent Just Failed in Production. Where Do You Even Start Debugging?
You shipped an AI agent to production. A user reports a wrong answer. Or worse, a user doesn't report anything, and you discover the problem later, af…
How to reduce your OpenClaw agent costs (with a free dashboard
If you're running OpenClaw agents, you're probably paying more than you realize. The problem: OpenClaw agents run continuously. Heartbeat timers fire …
Olostep Web Data API for AI Agents & RAG Pipelines
Give AI agents live, structured web data—scrapes, crawls, mapping, batch processing, and AI answers with sources—without brittle scrapers or proxies. …
Building Conversational AI Agents That Remember: LangGraph, Postgres Checkpointing, and the Future of Financial UX
How interrupt/resume graph topology turns stateless LLMs into stateful financial advisors — and why this changes everything for CFO-facing AI products…
The Exact Prompts That Make My AI Agents Not Suck (Before/After)
Originally published in The $200/Month CEO newsletter — a weekly dispatch from a Filipino founder running 11 businesses with AI agents. Everyone Wants…
Building a Multi-Agent LLM Orchestrator with Claude Code: 86 Sessions of Hard-Won Lessons
The idea behind multi-agent LLM orchestration is deceptively simple. Run Claude, Codex, and Gemini simultaneously, then route tasks to whichever model…
Writing a Claude Code Book with Claude Code: When PostToolUse Hooks Loop 25 Times
Misconfigure a single Claude Code hook and you get an agent that loops 25 times. This is what happened while writing a book about Claude Code using Cl…
Building a Mentoring Platform with 10 AI Agents: 6 Sessions, 1,289 Tool Calls
Six sessions. 1,289 tool calls. 84 files modified, 26 files created. That is how much tool usage went into a single Claude Code project. It all starte…
NodeLLM 1.14: Demystifying Agents and Expanding the Ecosystem
The AI ecosystem has a tendency to make simple concepts overly complicated. Lately, the term "AI Agent" has become synonymous with elaborate execution…
Kelos: Orchestrating Autonomous AI Coding Agents on Kubernetes
From one-off prompts to continuous, infrastructure-native software agents Kelos on GitHub Kelos started from a simple idea: AI coding agents should no…