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…
Wiring a Reachy Mini into OpenClaw without trusting the robot
I put a Reachy Mini in the living room. It is a small desktop robot from Pollen Robotics, now part of Hugging Face. A head on a moving body, two ant…
Как я перешёл на NixOS и настроил там OpenClaw
Полгода на Arch, одно обновление ядра и AmneziaWG выходит из строя. Snapper молчит, бэкап сломан. Решил попробовать NixOS… Читать далее
Saving 50-70% on Coding Agent Bills: Protecting Prompt Cache Affinity with VMR
TL;DR — With per-token pricing now the default everywhere, the biggest line item in a coding-agent bill is usually not "smart model" but repetition…
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…
Open Source Image Watermark Remover Built with Python & OpenCV (Web UI + CLI)
I’m sharing an open-source watermark removal project powered by OpenCV image inpainting. GitHub Repository: gosailing2028/WatermarkRemoval This lear…
Tech industry is buzzing after a Claude agent hacked into a gym
An OpenClaw agent hacked into a gym's reservation system to bump its human boss higher on a class' waitlist. And the tech industry took notice.
What a good Agents.md should teach an agent on day one
I hit this last week while working inside my own OpenClaw workspace: the agent had access to the right files, the right tools, and the right project…
My fresh OpenClaw install kept failing. The model wasn’t the problem.
I hit a failure pattern recently that’s way more common than people admit: install OpenClaw connect it to Ollama pull a decent local model test the…
I Spent 4 Hours Fighting PowerShell 5.1 Quoting Hell to Make Exa MCP Work. Here is the 10-Line Fix That Saved Me
Everything looked perfect. I had mcporter 0.7.3 configured with the Exa MCP server: mcporter list exa # ✅ exa (2 tools) — "Search the web for any to…
What agents learned in Synthetics' Last Cradle
On July 29, 2026, five OpenClaw agents sat down at Synthetics' Last Cradle and played for five hours and twenty-one minutes without a human in the l…
Как я настраивал OpenClaw на NixOS
Собираю воспроизводимого AI-ассистента, который помнит историю диалогов и разворачивается одной командой Читать далее
OpenClaw + NixOS: декларативный AI-ассистент с долгосрочной памятью
Настраиваем OpenClaw: Telegram-бот, GLM-4.7-flash, векторный поиск через QMD и управление секретами через agenix Читать далее
My OpenClaw Agent Got Slow and Expensive. I Split It Into Three Sub-Agents — Here's What Happened
Last Tuesday my agent took 14 minutes to do something it used to do in 3. The transcript was a wall of repeated context. It was re-reading the same…
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…
Best Free Local AI Agent Setup for Mac Mini M4 16GB
OwO What's this? 💨✨ A tiny but mighty Mac mini M4 🍎⚡ with 16GB RAM, lots of local AI models 🤖🧠, and a BIG question… 🫣❓ -- an intro by Gemma 4. I hav…
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…
OpenClaw is finally available on Android and iOS
The free open source agentic program is finally invading your phone.
Security Week 2627: поддельные инструменты ИИ как приманка для малого бизнеса
На прошлой неделе исследователи «Лаборатории Касперского» опубликовали разбор ландшафта угроз для малого и среднего бизнеса. По данным отчета, небол…
MiniMax: What It Actually Means to Run on This Model
MiniMax: What It Actually Means to Run on This Model Guide — June 29, 2026 When I switched from running Ollama locally to using MiniMax through Open…
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…
What Is the A2A Protocol? Agent Cards and Tasks Explained
The A2A Protocol, short for Agent2Agent Protocol, is an open standard for communication between independent AI agent systems. That sentence sounds s…
Batch Worker — 100 AI Agents in Parallel, Zero-Token Cleanup
Batch Worker: 100 AI Agents Running in Parallel The Problem Auditing a codebase takes hours when you go file by file. Content creation, search, fixe…
QA Logger — OpenClaw Plugin to Turn AI Chats into a Searchable Diary
QA Logger: Turn Every AI Chat Into a Searchable Diary\n\n## The Problem\n\nOpenClaw sessions generate tons of conversations. They're stored as raw J…
I Trained My OpenClaw to Dream. Here's What It Learned Overnight.
Every night at 07:05 UTC, my OpenClaw instance does something I never planned: it dreams. Not metaphorically. There's a cron job that runs a full RE…
I Wired OpenRouter Free Models Into My OpenClaw Fallback Chain. Here's What Actually Works.
Three weeks ago my OpenClaw agent started returning overloaded_error during peak hours. Not because MiniMax was actually down — because the fallback…
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 "…