I Put an AI Assistant on a Mini PC at Home
For breakfast I had a piece of chicken breast, a glass of milk, and a dragon fruit I cut up. I said “make a note” on my phone. A moment later, the s…
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Self-Reinforcing Memory Loops in AI Agents: Causes and Fixes
Persistent memory turns an agent from a re-explained tool into one that carries context forward — but it opens a failure mode stateless chat avoids:…
Diary of a Shrimp Keeper: My OpenClaw (mis)Adventures
I. Why OpenClaw? The First Choice: NanoBot In January 2026, as news about OpenClaw came flooding in, I decided to install an AI agent just to play a…
The Status Quo of AI in Software Development (2026)
Artificial Intelligence in 2026: From Companion to Infrastructure Artificial Intelligence has moved from being a futuristic concept to an everyday c…
Business Automation Architect: Turn Your AI Agent Into an Automation Engine
Most automation advice assumes you're willing to pay for Zapier or spend weeks learning n8n. The business-automation-architect skill by @1kalin take…
Onboard OpenClaw agents with IdentyClaw Passport: A2A, webhooks, and multi-tenant collaboration
If you run more than one OpenClaw agent — or agents that talk to peers outside your VPC — you have probably felt the friction: every instance needs…
I built an AI that predicts its own collapse
1. It predicts its own collapse This is the part I'm proudest of and least certain about, so let's lead with it. NEOTH keeps an internal event strea…
Polling Agents in AI Assistants: 11 Implementation Patterns
Polling agents are one of the least glamorous parts of AI assistant architecture, but they are also one of the most useful. A normal chat assistant…
I Run a Self-Improvement Loop on My OpenClaw Agent Every Night. Here's What I Learned.
Last month my OpenClaw agent kept making the same mistake: it would run a health check, the script would fail silently, and the agent would report "…
Turning OpenClaw Governance Into an Operating Layer
In my last article, I wrote about a practical lesson from end-to-end testing inside OpenClaw: proving that a command exists is not the same thing as…
5 Ways My Personal AI Agent Surprised Me After 3 Months of Daily Use
I've been working with AI agents daily for the past few months – building them, testing them, using them for everything from email triage to meeting…
I found the r/openclaw thread with 27 upvotes where someone gave an agent a real iPhone and now I can’t stop thinking about it
A few days ago I found this r/openclaw post: “I gave my agent my actual iphone..” It had 27 upvotes and 16 comments. That low number is exactly why…
Containers & Agents with Docker & OpenClaw
You have a fundamental problem in software: your code works on your machine, but breaks on someone else's. Different operating systems. Different ve…
Qwen Is Not Yet Ready to Power Local OpenClaw Deployments
Three weeks ago I ran a model showdown — twelve tasks, five models, one RTX 5090 — and Qwen3.5-35B-A3B won. 85.3 weighted score, 206 tok/s, fits in…
Agentic LLM Inference Parameters Reference for Qwen and Gemma
This page is a practical reference for agentic LLM inference tuning (temperature, top_p, top_k, penalties, and how they interact in multi-step and t…
I read the 107-comment OpenClaw garlic thread and yeah, the real bug wasn’t garlic
The viral r/openclaw post about 40 heads of garlic wasn’t really about groceries. It exposed a very normal agent failure mode: an autonomous workflo…
I Stress-Tested 3 AI Agent Gateways (WorldClaw, B.AI, TokenMix.ai). Only One Was Ready for Production.
Three platforms launched between Q4 2025 and Q2 2026 want to be the default gateway for autonomous AI agents: WorldClaw (Trump-family WLFI ecosystem…
The Rise of the Machine Employees: OpenClaw vs. Paperclip.ing vs. Hermes Agent — A QA Reality Check
We are rushing toward autonomous agents, but are we building resilient software or just expensive prompt-looping machines? Hi, my Name is Felix Hell…
How a Simple HTTP Request Opened the Door to a Reverse Shell: Exposed OpenFang Instances
How an allowed curl request became a full reverse shell in an exposed Openclaw instance. A single HTTP request with curl , pointed at a small HTTP s…