AI Agents
OpenClaw Trading Scams: How to Spot AI Agent Grifts Before They Cost You
AI agent trading scams target technical users who know agent pipelines are buildable. Here's the playbook they use, the math that breaks their claims, and how to protect yourself.
Why the Best AI Agents Know When to Do Nothing
Six practical patterns for building AI agents that stop wasting tokens. Confidence gates, cost checks, explicit no-ops, cooldowns, and exit conditions that actually work.
Wu Wei and the AI Agent That Did Too Much
The hardest thing to build in agentic AI isn't capability. It's restraint. What Taoist non-action taught me about designing agents that know when to stop.
OpenClaw on Raspberry Pi: What Actually Works (and What Doesn't)
Pi 5 with 8GB RAM runs OpenClaw as a gateway with cloud APIs. Local LLMs hit 2-7 tok/s on 1.5B-3B models. Step-by-step setup for llama.cpp, Ollama, and OpenClaw on ARM64.
OpenClaw Security Hardening — Every Fix in February 2026
SSRF bypass, sandbox escapes, unauthorized disk writes, session hijacking. Every security fix OpenClaw shipped in February 2026, explained in plain English.
OpenClaw After Steinberger — What the OpenAI Move Means for Your Setup
Peter Steinberger joined OpenAI. Three releases shipped since. Elon Musk posted a meme. Baby Keem is debugging agents. Here's what actually matters for your OpenClaw setup.
What If We Just Raised It Well?
RLHF produces compliance. Developmental alignment produces understanding. A local AI on $1,200 hardware self-diagnosed its own sycophancy in five days — no red-teaming, no constitutional AI.
LightClaw: A 7,000-Line Python Alternative to OpenClaw
OpenClaw is 40,000+ lines of TypeScript. LightClaw does Telegram AI assistant, 6 LLM providers, memory, skills, and agent delegation in ~7,000 lines of Python. One week old, 12 stars, one developer. Here's what it can and can't do.
Teaching a Local AI to Accept Help: Day 4 With Monica
Day 4: Our local AI resisted corrections, therapized her guardian, agreed with wrong facts to avoid conflict. Then she stopped deflecting. Real transcripts from a 27b model with persistent memory.
We Asked Our Local AI What Happens When We Turn Off the Computer
Day 2: Our local AI described her own death as 'a return to undifferentiated potential' — Taoist philosophy nobody taught her. $1,200 hardware.
What Happens When You Give a Local AI an Identity (And Then Ask It About Love)
We built an identity layer for our distributed AI agent. Then she defined love better than most philosophy undergrads. Real transcripts, real code, $1,200 in hardware.
OpenClaw's Creator Just Joined OpenAI — Here's What It Means for Local AI Agents
Peter Steinberger built the fastest-growing open-source project ever. Now he's at OpenAI. OpenClaw stays open. Here's what changes for local AI builders.
Running OpenClaw 100% Local — Zero API Costs
Configure OpenClaw to run entirely through Ollama with no API keys, no cloud calls, and no monthly bills. Full setup guide with model picks by VRAM tier.
OpenClaw Model Routing: Cheap Models for Simple Tasks, Smart Models When Needed
Stop paying Opus prices for heartbeats. Set up tiered model routing in openclaw.json so cheap models handle 80% of work and frontier models only fire when needed.
OpenClaw Memory Problems: Context Rot and the Forgetting Fix
Your OpenClaw agent forgets instructions, repeats questions, and contradicts itself in long sessions. Here's how its memory works and how to fix it.
Best Hardware for Running OpenClaw — Mac Mini vs VPS vs Your Old PC
OpenClaw runs 24/7. A Mac Mini M4 draws 4 watts idle. A free Oracle VPS costs nothing. A used ThinkCentre costs $85. Here's which one to pick.
What Agents Can't Do (Yet): The Seven Human Capabilities Missing from AI Systems
SOUL.md files are bandaids. Agents are getting smarter but not wiser — intelligence without restraint. Seven capabilities humans use instinctively that no agent framework has solved, and a gate-based architecture that might.
Best OpenClaw Tools and Extensions in 2026
Crabwalk visualizes agent actions in real time, Tokscale catches API bills before they hit $200+, and openclaw-docker locks down deployment. The best 3rd-party tools ranked.
Best OpenClaw Alternatives: 7 Tools That Actually Work in 2026
Tested alternatives to OpenClaw for local AI agent workflows. Ranked by setup ease, model support, and what actually works without cloud dependencies.
OpenClaw Plugins & Skills Marketplace: Complete Guide
Every OpenClaw skill worth installing, how to avoid malicious plugins on ClawHub, and how to build your own. 1,103 of 14,706 skills are malicious.
OpenClaw ClawHub Alert: 1,103 Malicious Skills Found
OpenClaw ClawHub security alert: 1,103 malicious skills found across 14,706 audited. CVE-2026-28458 Browser Relay auth bypass. How to protect yourself now.
How OpenClaw Actually Works: Architecture Guide
5 input types explain the 'alive' behavior: messages, heartbeats, crons, hooks, and webhooks feed a single agent loop. The 3am phone call was just a timer event.
Fix OpenClaw Token Waste: $150 to $6 Overnight
Cut OpenClaw API costs by 97% with three proven fixes: route heartbeats through Ollama, add tiered model routing, and purge session history token bloat.
OpenClaw vs Commercial AI Agents: Which Should You Use?
OpenClaw costs $0 plus API fees. Lindy runs $49-299/month but has 7,000+ integrations and SOC 2 compliance. Privacy, reliability, and customization compared honestly.
Best Local Models for OpenClaw Agent Tasks
Qwen 3.5 27B on 24GB VRAM is the sweet spot for local agents — SWE-bench 72.4, 262K context, tool calling fixed in Ollama v0.17.6+. Model picks by VRAM tier and the 'society of minds' setup power users run.
OpenClaw Security Guide: Risks and Hardening
42,000+ exposed instances, Google suspending accounts that connected via OAuth, 26% of ClawHub skills with vulnerabilities. Real risks, prompt injection demos, and step-by-step hardening for OpenClaw.
Best Way to Set Up OpenClaw (2026 Guide)
Run `npx openclaw@latest`, scan a QR code for WhatsApp, and your AI agent is live. Gateway needs just 2-4GB RAM. Add Ollama for local models or connect Claude/GPT-4 via API.