SaaS

16 posts

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

mcp.so listed over 19,500 MCP servers in April 2026. 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

$A glowing violet node sends branches left and fractured dark strands through the middle, with a blue network on the right.$

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