Notes from building things.
Writing is how I think. Long-form pieces on AI-assisted engineering, agents, data, and what building alone actually teaches you.
Latest · May 2026
The Operating System Around AI Coding: 16 Months of Cursor Workflow Patterns That Actually Stuck
Workflow patterns from 16 months of AI-assisted SaaS work: agent chains, glob-scoped rules, capture-to-issue triage, CI as ops plane, layered security, automated PR review, and docs the model actually reads.
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Agentic Observability: The Answer
What it takes to actually see what your AI agents are doing.
Vibe Coding Lessons with Cursor
Lessons from vibe coding at scale with a burgeoning codebase.
Digital Literacy in the Modern Age
What it means to be digitally literate, and the doors it opens.
GigSecure: Smart Contracts for Freelancers
A decentralized freelance contract platform on Ethereum.
Data Analysis with Python
Which car insurance is best, and the analysis behind it.
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