Admitting I Don't Know in the Age of AI
Why working with AI makes uncertainty, good questions, explicit assumptions, and verification essential to reliable software engineering decisions and outcomes.
Software lab notes
Experiments, written after the dust settles.
A workshop for web platforms, automation, AI agents, developer tooling, and the operational decisions that make software easier to run. The same habit that pulls me toward music is here too: listen closely, test the arrangement, keep the parts that work.
Bench notes
From the Lab
Notion2Ical: Turning Notion Tasks Into a Calendar Feed
How a personal Notion companion service became a .NET library that exposes open tasks as an iCalendar feed for common calendar clients.
How I Used Codex to Cut My AWS Costs
A practical story about using Codex to assess AWS spend, tune S3 lifecycle policies, absorb a transition spike, and reduce recurring cloud costs.
Five Years in a Learning Organization
A personal reflection on five years at Intré as a learning organization, through guilds, community, AI, and a software culture built around growth.
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Music
Before this site became mostly software field notes, lesbass was also a home for basses, live videos, bands, and the music friendships collected along the way.
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