Blog
Page 30
12 articlesThe Confidence-Accuracy Inversion: Why LLMs Are Most Wrong Where They Sound Most Sure
Apr 169 min
The Copyright Exposure in AI-Generated Content: A Risk Framework for Engineering Teams
Apr 1610 min
Cultural Calibration for Global AI Products: Why Translation Is 10% of the Problem
Apr 169 min
Database Connection Pools Are the Hidden Bottleneck in Your AI Pipeline
Apr 169 min
Deadline Propagation in Agent Chains: What Happens to Your p95 SLO at Hop Three
Apr 1610 min
The Demo-to-Production Failure Pattern: Why AI Prototypes Collapse When Real Users Arrive
Apr 1610 min
The Deprecated API Trap: Why AI Coding Agents Break on Library Updates
Apr 1610 min
Distributed Tracing for Agent Pipelines: Why Your APM Tool Is Flying Blind
Apr 169 min
Document AI in Production: Why PDF Demos Lie and Production Pipelines Don't
Apr 1611 min
Document Extraction Is Your RAG System's Hidden Ceiling
Apr 1610 min
Earned Autonomy: How to Graduate AI Agents from Supervised to Independent Operation
Apr 1610 min
The Edge Inference Decision Framework: When to Run AI Models Locally Instead of in the Cloud
Apr 1612 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.
