OpenClaw-RL Explained: What It Is and What It Takes to Run
OpenClaw-RL trains a self-hosted model on live conversations. Default setup needs 8 GPUs and CUDA 12.9. Here is what it takes and the single-GPU workarounds.
AI Tools
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OpenClaw Cost Control: Cut API Spending, Keep Your Agent
OpenClaw API costs explained: monitor token usage with /status and /context detail, assign cheap models to routine tasks, and set provider-level spend limits
GPT-5.3 Instant vs Gemini 3.1 Flash-Lite: Pricing, Speed, and Benchmarks Compared
Both launched March 3, 2026. One is cheap with a 1M token window. The other is the new default ChatGPT. Here is who wins where.
How I Rebuilt My Blog From Scratch Using an AI Agent (Every Mistake Included)
I rebuilt stack-junkie.com v3 entirely with an OpenClaw agent over 14 sessions, 20-plus failed hero image attempts and an agent that would not stop touching the footer
Claude Code Just Got Voice Mode: What It Actually Means for Coding Agents
Claude Code voice mode lets you hold the spacebar and talk through coding problems instead of typing prompts, rolling out to 5% of users now
A Junior Dev Got Fired for AI Code. His Manager Used AI to Review It.
A junior engineer was fired after Cursor-generated code broke production. His manager reviewed it with AI. When nobody reads the code, who owns the failure?
Gemini 3.1 Pro Coding Benchmarks: Developer Results
Gemini 3.1 Pro scores 2887 Elo on LiveCodeBench and 80.6% on SWE-Bench at $2/$12 per million tokens. Where it leads and where it falls short.
4,600 Junk PRs: The Real Truth About AI Slop Hitting Godot
Godot maintainers are buried under AI-generated pull requests. They are not alone. Here is what is happening and what is being done.
How to Set Up OpenClaw Cron Jobs (With Examples You Can Copy)
Set up OpenClaw cron jobs with openclaw cron add. Three schedule types, copy-paste templates for backups, reminders, and health checks, plus how to debug failed runs.
How to Install OpenClaw Skills From ClawHub (+ Build Your Own)
Install OpenClaw skills with openclaw skill install, update with openclaw skill update, and browse ClawHub. Plus how to build and publish your own custom skills.
OpenClaw Security Guide: 7 Fixes to Harden Your AI Agent
Harden your OpenClaw agent: bind to localhost, set auth tokens, configure allowlists, review tool permissions, and run security audit. Seven fixes with commands.