Journal
Latest Writing
Notes on systems, product work, and engineering decisions.
Now
Shipping weekly notes
A steady cadence of technical write-ups, experiments, and product retrospectives.
Read the origin story-
Why My Agent Was Paying Full Price on Every Turn
Notes on fragmenting prompts, unifying run engines, and isolating volatile context to improve cache reuse.
6 min read
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From LLM Wrapper to Agentic UX: Practical Notes From Building One
Lessons on shifting from LLM wrappers to agentic UX through consistent runtimes, shared tooling, and guardrails — with concrete examples from Simmr, an AI-powered recipe platform.
14 min read
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How Vibe Coding Cost Me My Free Tier
A story about an over-engineered outbox table, a Raspberry Pi, and how my dev database quietly ate my Neon quota.
4 min read