Blog
Page 25
12 articlesWhy Vision Models Ace Benchmarks but Fail on Your Enterprise PDFs
Apr 189 min
Who Owns AI Quality? The Cross-Functional Vacuum That Breaks Production Systems
Apr 1810 min
Agent Identity and Delegated Authorization: OAuth Patterns for Agentic Actions
Apr 1710 min
Agentic Data Pipelines: Offline Enrichment and Classification at Scale
Apr 179 min
AI-Native API Design: Why REST Breaks When Your Backend Thinks Probabilistically
Apr 1711 min
The AI On-Call Playbook: Incident Response When the Bug Is a Bad Prediction
Apr 1712 min
The AI Ops Dashboard Nobody Builds Until It's Too Late
Apr 1711 min
Chatbot, Copilot, or Agent: The Taxonomy That Changes Your Architecture
Apr 1710 min
The Cold Start Problem in AI Personalization: Being Useful Before You Have Data
Apr 1711 min
Why '92% Accurate' Is Almost Always a Lie
Apr 178 min
The Data Flywheel Is Not Free: Engineering Feedback Loops That Actually Improve Your AI Product
Apr 1711 min
Data Versioning for AI: The Dataset-Model Coupling Problem Teams Discover Too Late
Apr 179 min
About Tian Pan
I'm Tian Pan, an engineer-founder focused on agentic engineering — building autonomous AI systems and scaling engineering teams. I write practical guides on system design, technical leadership, and shipping with AI agents. Previously an early engineer at Uber, Brex, and IoTeX.
