Ashwin K MSoftware developer in Bengaluru building web applications, AI tooling, and notes from what I learn.https://ashwinhegde19.github.io/Karpathy's 20/80 Rule: Why the Best Engineers Will Write Less Code, Not Morehttps://ashwinhegde19.github.io/posts/2026/karpathy-stopped-writing-code/https://ashwinhegde19.github.io/posts/2026/karpathy-stopped-writing-code/Andrej Karpathy operates at a 20/80 human-to-agent ratio. The bottleneck in engineering has moved — from writing code to orchestrating intelligence.Wed, 25 Mar 2026 06:30:00 GMTI won my first hackathon by building something I barely understoodhttps://ashwinhegde19.github.io/posts/2026/openclaw-hackathon/https://ashwinhegde19.github.io/posts/2026/openclaw-hackathon/4 hours, no plan, and an autonomous GitHub issue resolver that almost didn't work. Notes from the HSRFC x OpenClaw Builders event in Bengaluru.Fri, 13 Mar 2026 15:30:00 GMT