Thoughts
202612
September2
August3
Learning record
Building Toward Reliable AI Agents: Starting with a Weather Assistant
Aug 27, 2026
5 minutes #ai-agents #agent-reliability
Aug 27, 2026
Research experiment
Historical Trace Coverage for Regression Selection in Stochastic Tool-Using Agents
Aug 21, 2026
17 minutes #research-portfolio #ai-agents
Aug 21, 2026
Research experiment
Semantic Monitoring Under AI Component Evolution
Aug 14, 2026
14 minutes #research-portfolio #semantic-observability
Aug 14, 2026
July2
Article
Research Proposal: Catching Silent Quality Drops in AI Coding Assistants Before Users Do
Jul 21, 2026
7 minutes #research #silent-regressions
Jul 21, 2026
Article
Mapping a Research Direction: What the Literature Is Teaching Us About Production AI Systems
Jul 6, 2026
18 minutes #research #software-engineering-for-ai
Jul 6, 2026
June2
April2

Article
Rebuilding by Removing: How I Made My Sports Analytics Pipeline 20x Faster
Apr 23, 2026
12 minutes #system-design #software-architecture
Apr 23, 2026

Article
Dependency Management Revisited: Lockfiles, Vendoring, and What They Actually Guarantee
Apr 10, 2026
7 minutes #devops #build-systems
Apr 10, 2026








