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Thoughts

Research

Research questions, experiments, agent systems, and evidence.

9 of 22 published
Learning record

Building Toward Reliable AI Agents: Starting with a Weather Assistant

5 minutes #ai-agents #agent-reliability

Aug 27, 2026

Research experiment

Historical Trace Coverage for Regression Selection in Stochastic Tool-Using Agents

17 minutes #research-portfolio #ai-agents

Aug 21, 2026

Research experiment

Semantic Monitoring Under AI Component Evolution

14 minutes #research-portfolio #semantic-observability

Aug 14, 2026

Article

Research Proposal: Catching Silent Quality Drops in AI Coding Assistants Before Users Do

7 minutes #research #silent-regressions

Jul 21, 2026

Article

Mapping a Research Direction: What the Literature Is Teaching Us About Production AI Systems

18 minutes #research #software-engineering-for-ai

Jul 6, 2026

Article

When the Interference Isn't There: What a Null Result Taught Me About LLM Serving

6 minutes #llm-serving #vllm

Jun 9, 2026

Interference-Aware Admission Control for LLM Serving
Article

Interference-Aware Admission Control for LLM Serving

7 minutes #proposal #llm-inference

Jun 3, 2026

Rebuilding by Removing: How I Made My Sports Analytics Pipeline 20x Faster
Article

Rebuilding by Removing: How I Made My Sports Analytics Pipeline 20x Faster

12 minutes #system-design #software-architecture

Apr 23, 2026

Research That Sticks: The Strategic Framework for Turning Technical and Academic Papers into Lasting Knowledge
Article

Research That Sticks: The Strategic Framework for Turning Technical and Academic Papers into Lasting Knowledge

9 minutes #research #framework

Jun 27, 2025