Skip to content

Writing

Journal

Writing, experiments, observations, and things learned along the way.

A young boy sits beside a forest pond in soft rain.

Career & EngineeringOctober 7, 2026Resume Engineering: What Actually Deserves Space?Practical thumb rules for making a technical resume sharper through clear positioning, defensible evidence, selective metrics, and deliberate subtraction.
AI EngineeringOctober 1, 2026How Do You Know an AI Workflow Is Actually Working?A working demo is not the same as a reliable AI system. Evals, traces, failure analysis and regression testing help reveal what happened inside a workflow, where it failed and whether a change actually improved it.
AI EngineeringSeptember 28, 2026From Prompt to Action: Anatomy of a Reliable AI WorkflowAn LLM is only one layer of a useful AI product. This article breaks down the surrounding architecture—context, structured outputs, deterministic validation, state, tools and logging—that turns model capability into a working software system.