記事 Blog
Ideas for the answer engines.
Working notes on search, AI visibility, paid media, and the systems that turn attention into demand.
The Slop Benchmark: Comparing 21 Agentic Video Repositories
A GitHub backlog and activity comparison of 21 agentic video repositories, with a chart and a review of selected issue threads.
Read the reviewThe Slop Benchmark: Comparing 24 AI Agent Repositories
A backlog and activity comparison of 24 AI agent repositories, with a chart and reviews of their most-discussed open issues.
Read the reviewMy Experience Setting Up OpenClaw: Promising, but Frustrating
My experience self-hosting OpenClaw on Coolify, connecting Codex, troubleshooting blank replies, and reviewing security and upgrades.
Read the reviewPaperclip review: My Coolify and Codex setup experience
My hands-on Paperclip review: organizing AI agents, connecting a Codex subscription, and troubleshooting Coolify deployment, accounting holds, and routines.
Read the reviewChatGPT Ads: The Complete Guide to OpenAI's Advertising Platform (August 21, 2026)
ChatGPT Ads guide for August 2026: pricing, ad formats, oCPC bidding, measurement pixel, markets, policies and setup steps.
Read the guide