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…
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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…
Email Is Not the Universal Agent Protocol: What I Found Testing It
Email Is Not the Universal Agent Protocol: What I Found Testing My Email System An honest postmortem. What Started This This morning my email system…
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.
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 "…
Self-hosting OpenClaw: a money trap and two silent failures
I run OpenClaw on a Hetzner CAX ARM VPS. It talks to me over Signal and does a morning press review. Three gotchas on that box are worth writing dow…
Stop sending every AI coding request to the expensive model
AI coding tools are powerful. But they’re also wasteful. A tiny helper-function question does not need Claude Sonnet. A huge architecture review pro…
Openclaw on the cloud, dos and don'ts
Running OpenClaw or Hermes in the Cloud (No Mac Mini Required) If this is your first time setting up an always-on AI agent like OpenClaw or Hermes ,…
Microsoft launches Scout, an OpenClaw-inspired personal assistant
Launched at Build, Microsoft Scout is a new AI assistant meant to bring the power and flexibility of OpenClaw into the Microsoft 365 system.
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…