Blog
Page 13
12 articlesThe Silent Corruption Problem in Parallel Agent Systems
Apr 1912 min
Pipeline Attribution in Compound AI Systems: Finding the Weakest Link Before It Finds You
Apr 1910 min
The Precision-Recall Tradeoff Hiding Inside Your AI Safety Filter
Apr 1910 min
Privacy-Preserving Inference in Practice: The Spectrum Between Cloud APIs and On-Prem
Apr 199 min
The Production Distribution Gap: Why Your Internal Testers Can't Find the Bugs Users Do
Apr 1911 min
Prompt Cache Hit Rate: The Production Metric Your Cost Dashboard Is Missing
Apr 1910 min
Your Prompt Is a Liability with No Type System
Apr 1910 min
Prompt Versioning Done Right: Treating LLM Instructions as Production Software
Apr 198 min
Zero-Shot, Few-Shot, or Chain-of-Thought: A Production Decision Framework
Apr 1910 min
RAG Knowledge Base Freshness: The Staleness Problem Teams Solve Last
Apr 1911 min
RAG Position Bias: Why Chunk Order Changes Your Answers
Apr 198 min
Testing the Retrieval-Generation Seam: The Integration Test Gap in RAG Systems
Apr 1911 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.
