AI Detection Scores in Content Marketing: Real Data
AI detection scores in content marketing are less reliable than vendors claim. Here is what the research data shows about accuracy and false positive rates
How AI Detectors Work: Perplexity, Burstiness, and What the Scores Mean
How AI detectors work: perplexity scoring, burstiness analysis, neural classifiers, and watermarking. The algorithms, their limits, and what the scores mean.
OpenClaw vs ArkClaw: Self-Hosted Agent or ByteDance Cloud?
OpenClaw vs ArkClaw compared: pricing, models, data privacy, and channel support. Self-hosted control versus ByteDance managed cloud with Feishu integration.
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.
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
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?
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.
What Happens When AI Agents Get Their Own Social Network
AI agents now have their own social network called Moltbook. Here is how to set up your own agent with OpenClaw and why this might be a threshold moment.
Most AI resume writers fabricate experience. Here is an AI resume prompt that asks questions instead. Build honest, ATS-friendly resumes from real answers.
Claude Code Custom Agents Guide: Context Engineering and TDD
How to use custom agents in Claude Code for building software projects. Context engineering, TDD with AI agents, and multiple specialized agents guide.
The 9-phase PRD workflow template that makes AI coding tools actually work. Turn scattered ideas into implementation-ready specs with fewer misunderstandings.
Kilo Code AI agent deleted my entire website. Recovered files from 153,000 fragments using PhotoRec. Full disaster recovery guide and AI safety lessons.
The $1.00 Challenge: My First Dollar from AI Coding
Electronics tech turned AI-assisted developer shares his journey to earn the first dollar from coding. Follow my $1.00 challenge using ChatGPT and modern tools.
