Disclaimer

This is a personal sandbox: experiments, dead-ends, and occasional wins. Nothing here represents, reflects, or speaks for my employer. No affiliation, endorsement, or review from any company. Depending on the age of a post, it might not even represent me anymore.

Scope 🚧

• Personal notes and experiments, published as-is.
• Things I’m learning, breaking, or shaping for future-me.

Out of scope 🚫

• Official statements, endorsements, or policies of my, or any, employer.
• Production-grade guarantees; I choose readability over rigor.
• Exhaustive coverage -- these posts contain only what I chose to write down / generate.

AI Usage 🏎️

“The computer is the most remarkable tool we’ve ever come up with. It’s like a bicycle for the mind—except this one keeps adding extra wheels when you’re not looking.” — Beev Bobs

All posts after 2024 use AI as a routine tool. If the computer is a bicycle for the mind, AI is a lambo—fast, loud, and best driven with skill and caution. I still write, review, and own the content; AI just accelerates the loop.

Epistemic humility 🧭

“All models are wrong, but some are useful.” — George Box

Assume everything here is wrong to some degree. Models are approximations; treat these notes as inputs to your own judgment, not conclusions.