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How the AI Boom Is Changing TPM Work
What Anthropic and OpenAI openings, historical TPM accounts, and research on AI at work suggest about the role's evolution.
Writing
Notes on software work, AI, and the judgment that keeps projects moving.
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A Bridge Is the Wrong Job Description
A working theory about how the TPM role may change as engineers and product managers do more of each other’s work with AI.
A Deterministic Linter for My AI Second Brain
How a small deterministic linter helps me keep an AI-assisted notes repository from quietly losing its structure.
Read The Whole Thing
AI can produce a lot of work quickly. I still think someone needs to read it carefully, review it, and test the uncomfortable parts before sharing it with a group.
The Rupiah Is Now Part Of My AI Bill
Notes from Indonesia on paying for AI tools in dollars while the rupiah weakens, and how that changes what ‘affordable’ means.
Bug Reports Build Technical Instinct
What I learned about technical judgment by writing bug reports with more context, evidence, and a little browser debugging.
Reprioritization Has A Realized Cost
Some notes on the effort already spent when in-progress work is deprioritized, even when AI makes switching feel cheap.
AI Is Non-Deterministic
Notes on why AI gives different answers, why that can matter, and how I am learning to work with the uncertainty.
Turning Meeting Notes Into Program Memory
How I turned one cross-team kickoff note into something I could reuse for planning, testing, and later reference.
Build Something While It Is This Cheap
Some thoughts on how AI has made it cheaper to start small projects, and why judgment still matters once they exist.