Passionate About Simplifying Complexity
Senior software developer focused on reliable, scalable systems and clear, human‑centered design. Currently expanding into data science (MCS‑DS) and applied ML.
Latest Entries
Serving Markdown to AI Agents: 73% Fewer Tokens, Same Contententries • Aug 30, 2026
How to publish a Markdown copy of every page from Astro and negotiate it at the CloudFront edge — without accidentally cloaking your site.
#astro#aws#cloudfront#llm#ai#seo#content-negotiation
Under the Hood, One Year On: Tests Are What Make AI Iteration Fastentries • Aug 30, 2026
Zero tests to 484, two Astro majors migrated, an edge feature shipped — in a day. The tests were what made the speed possible, not what slowed it.
#ai#testing#astro#aws#workflow#claude#cloudfront
How This Site Was Built: A Look Under the Hoodentries • Sep 20, 2025
A technical deep-dive into the infrastructure, tools, and AI-assisted workflow used to create this website.
#astro#terraform#aws#tailwind#gemini#cloudfront#s3#iac