Blog

Notes on AI and Systems

Short-form technical writing about machine learning systems, experimentation, and product-oriented engineering.

Feb 20, 2026

Designing Reliable Multimodal Pipelines

Practical notes on building robust multimodal systems that balance model quality, latency, and maintainability.

AIMLOpsArchitecture

Jan 14, 2026

Agentic Workflows for Document Automation

How structured prompting and task decomposition improve quality in AI-driven document generation workflows.

LLMsAgentsAutomation

Dec 8, 2025

Product Thinking for Engineering Teams

A concise framework for shipping technical systems that are useful, measurable, and easy to iterate on.

ProductEngineeringExecution