Writing & Notes
Practical insights from the intersection of product thinking and AI engineering.
Dec 15, 2025
RAG that feels magical: personalization without confusion
How to implement RAG indexing that balances specific user context with general LLM knowledge to create truly personalized experiences.
Nov 28, 2025
Latency is UX: what I learned cutting long-chat latency 50%+
Deep dive into sliding window context management, recursive summarization, and stream processing to keep chat interactive at scale.
Nov 05, 2025
Building a high-velocity shipping loop with AI assistance
Pragmatic workflows using AI agents and tools to accelerate discovery, coding, and QA without sacrificing product quality.