AI & Automation
Stop Writing Specs for AI Agents. Write Loss Functions.
Elvis Sun's loss-function development reframes long agent loops: optimize toward a target, not a spec. We mapped it onto our content pipeline. Here's what we found.
Jun 11, 2026
#
Content Creation
3 posts
AI & Automation
AI SEO Agents Need Proof, Not More Posts
AI SEO is becoming an evidence operation, not a bulk publishing contest. Google says generative AI can help with research and structure, but scaled pages without added user value may violate its scaled content abuse policy (Google Search Central, 2025). The takeaway for founders is direct: feed your agent proof. That means Search Console patterns, real customer examples, source context, and a standing list of refresh tasks.
May 15, 2026
AI & Automation
Your $180 Faceless Stack Has a $19 Replacement
The $180/month faceless YouTube stack includes ChatGPT Plus, ElevenLabs, Midjourney, and RunwayML. A $19 alternative exists. Here's where the gap is real — and where it isn't.
Feb 25, 2026