Engineering
Your Agent Isn't Confused. Your Schema Lied to It.
Teams blame MCP when agents fumble their tools. We shipped an MCP server for a video API and found the real defect: offering a field you answer with a 400.
Sep 3, 2026
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Architecture
16 posts
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
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