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
#
AI
8 posts
AI & Automation
Project Glasswing: The Patch Window Is Dead
Project Glasswing found 10,000+ severe bugs with AI. Small SaaS teams need shorter patch loops, cleaner dependency inventory, and agent audit trails.
May 26, 2026
Startup Ops
The 3 Moats That Survive Vibe-Coding
Anyone can vibe-code your app in an afternoon. Three moats still hold: distribution, network effects, and data partnerships. Here's which ones we're betting on.
May 18, 2026
AI & Automation
Google Remy Is the Agent Test for Founders
Google Remy shows personal AI agents are moving from chat to action. Here is what solo founders should audit before trusting one with real work.
May 8, 2026
AI & Automation
AI Rework Is the Hidden Cost of AI Speed
AI made first drafts cheap. It did not make finished work cheap. For many small teams, the real cost moved into review loops, cleanup, and coordination.
Apr 10, 2026
Startup Ops
MCP Servers: Vertical Niches Solo Founders Should Build Now
Over 19,500 MCP servers exist today. Most of them are commodities. Here's the specific approach that lets solo founders carve out a defensible slice of this growing market.
Apr 7, 2026
AI & Automation
Why Teams With Worse Models Beat Teams With Better Ones
Every quarter brings a new SOTA AI video model. Every quarter, teams obsessing over model comparisons fall further behind. Here's why the pipeline wins.
Apr 6, 2026
AI & Automation
The Reason 89% of AI Agents Never Ship Isn't the Model
71% of organizations report using AI agents. Only 11% have reached production. The gap has nothing to do with the model.
Apr 4, 2026