Blog
Page 3
12 articlesCross-Lingual Hallucination: Why Your LLM Lies More in Languages It Knows Less
Apr 199 min
The Data Flywheel Trap: Why Your Feedback Loop May Be Spinning in Place
Apr 1911 min
Data Lineage for AI Systems: Tracking the Path from Source to Response
Apr 1910 min
The Data Quality Ceiling That Prompt Engineering Can't Break Through
Apr 1910 min
The Document Is the Attack: Prompt Injection Through Enterprise File Pipelines
Apr 199 min
EU AI Act Compliance Is an Engineering Problem: The Audit Trail You Have to Ship
Apr 1910 min
GDPR's Deletion Problem: Why Your LLM Memory Store Is a Legal Liability
Apr 1910 min
The Golden Dataset Decay Problem: When Your Eval Set Becomes a Liability
Apr 199 min
Goodhart's Law Is Now an AI Agent Problem
Apr 1911 min
Graceful Tool-Call Failure: The Error Contract Your Agent UI Is Missing
Apr 1911 min
Defining Escalation Criteria That Actually Work in Human-AI Teams
Apr 1910 min
Idempotency Is Not Optional in LLM Pipelines
Apr 1910 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.
