Blog
Page 28
12 articlesThe AI-Everywhere Antipattern: When Adding LLMs Makes Your Pipeline Worse
Apr 169 min
1% Error Rate, 10 Million Users: The Math of AI Failures at Scale
Apr 1611 min
The AI Feature Deprecation Playbook: Shutting Down LLM Features Without Destroying User Trust
Apr 1612 min
What 'Done' Means for AI-Powered Features: Engineering the Perpetual Beta
Apr 1610 min
The AI-Generated Code Maintenance Trap: What Teams Discover Six Months Too Late
Apr 1611 min
AI Infrastructure Carbon Accounting: The Sustainability Cost Your Team Hasn't Measured Yet
Apr 169 min
Choosing a Vector Database for Production: What Benchmarks Won't Tell You
Apr 1610 min
AI Oncall: What to Page On When Your System Thinks
Apr 1611 min
When Everyone Has an AI Coding Agent: The Team Dynamics Nobody Warned You About
Apr 1610 min
The AI Product Metrics Trap: When Engagement Looks Like Value but Isn't
Apr 1611 min
AI for SRE Log Analysis: The Tiered Architecture That Actually Works
Apr 169 min
AI Succession Planning: What Happens When the Team That Knows the Prompts Leaves
Apr 1611 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.
