Blog
Page 37
12 articlesThe AI Incident Severity Taxonomy: When Is a Hallucination a Sev-0?
Apr 1511 min
AI On-Call Psychology: Rebuilding Operator Intuition for Non-Deterministic Alerts
Apr 1511 min
AI Product Metrics That Don't Lie: Behavioral Signals Over Thumbs-Up Scores
Apr 159 min
The AI Reliability Floor: Why 80% Accurate Is Worse Than No AI at All
Apr 159 min
The AI Procurement Gap: Why Your Vendor Evaluation Process Can't Handle Probabilistic Systems
Apr 1511 min
Stop Writing Prompts by Hand: Automated Optimization with DSPy and MIPRO
Apr 159 min
Backpressure for LLM Pipelines: Queue Theory Applied to Token-Based Services
Apr 1511 min
The Bias Audit You Keep Skipping: Engineering Demographic Fairness into Your LLM Pipeline
Apr 1510 min
The Cognitive Offloading Trap: When Your Team Can't Work Without the AI
Apr 159 min
Compound Failure Modes in AI Pipelines: When Partial Success Isn't Enough
Apr 159 min
Context Compression Changes What Your Model Actually Sees
Apr 1511 min
Continuous Fine-Tuning Without Data Contamination: The Production Pipeline
Apr 1511 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.
