A living snapshot — updated when things change, not on a schedule.
Chrome extension that turns YouTube into a knowledge tool — bookmark moments, revisit in sequence, share clips, AI notes. The core loop is tight. Finishing the AI layer and share flow before launch.
Agentic creative generation, video hashing, ad-library intelligence. Always shipping.
Quietly working on the next chapter. Location scouted. Recipes tested. Not announcing until it’s ready.
Deep in LangGraph and multi-agent orchestration. Studying where autonomy genuinely helps and where it just adds complexity and cost.
Building is the easy part. Actively learning how products actually find their users — SEO, communities, cold outreach, product-led growth.
Going deep on Manifest V3, content scripts, and Chrome storage to ship ClipMark right.
Can healthy food scale without losing what makes it good? The Mithahara question I haven’t stopped chewing on since the day we opened the stall.
AI as leverage vs. AI as crutch. Where the human eye still matters in engineering and where it’s just ego. Trying to be honest with myself about the line.
What the right team structure looks like for a two-product engineering org. Specialisation vs. fungibility.
Refining the Mithahara menu for the comeback. More dishes, same principle: healthy, honest, hygienic.
QSR operations, sustainable supply chains, and how small food businesses actually scale without killing the culture that made them work in the first place.