Portfolio
Writing samples and product builds.
Writing
Writing samples and product builds.
Writing
February 5, 2026
TL;DR: Proactive evals catch issues before users do Most teams build evals reactively — wait for failures, scramble to add tests, repeat. This article shows a proactive way: map user journeys, generate test cases with LLM assistance, valida...
January 2, 2026
The bottom line: The faster AI writes code, the more your job becomes defining what to build. I’ve been using Antigravity — an AI asssited coding tool — since launch day. Before that, I used Windsurf. Both let AI agents to write code autono...
November 28, 2025
Generated with Gemini (Nano Banana) Executive Summary Most organizations build AI evaluations reactively — testing only for failures they’ve already experienced. This survivorship bias leaves systems vulnerable to unforeseen problems, espec...
October 29, 2025
A practical guide to building reliable AI systems Generated with Google Imagen4 Who This Is For Product and engineering leaders building AI-powered applications who need to move beyond prototypes to reliable production-ready systems. What Y...
August 29, 2025
Summary: In a world where “AI‑first” is the new buzzword, software‑as‑a‑service (SaaS) companies are looking for ways to let large language models (LLMs) do more than just chat. By turning ordinary SaaS features into discoverable “tools” th...
August 16, 2025
2025 AI Keyword: AI Agents In 2024, the focus was on making AI smarter. In 2025, the emphasis shifts to practical outcomes. Specifically, AI agents that get things done for humans. With significant advances in agentic AI frameworks, such as...