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 31, 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 31, 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
You've Already Lived Through Itentries • Jul 30, 2026
An interactive D3 data story: how many extreme temperature days 166 cities have already gained, and how far their two futures diverge.
#d3#data-visualization#climate#javascript#open-data
A Practical Workflow for AI Coding Assistantsentries • Dec 11, 2025
My Converge 2025 talk: four repo-native habits that turn AI coding assistants from neat tricks into a workflow a whole team can run.
#ai#workflow#testing#notes#claude#conference