Notes
Short essays on engineering, ownership, teaching, markets and a sustainable pace — first shared on LinkedIn, kept here with their pictures.
Latest
Oct 2025 · 1 min readWhat Team Collaboration Taught MeA short reflection on why collaborative thinking beats isolated optimization in modern AI-driven engineering teams.Read the note
Sept 2025 · 2 min readTradeItUp: Passive Momentum Allocation StrategyA rules-based momentum allocation model using NiftyBees, GoldBees, and LiquidBees for capital protection and compounding.Read the note
Sept 2025 · 1 min readdevDocs: AI-Powered Project Documentation from Legacy CodeHow we built devDocs, an AI CLI tool that generates structured documentation for old and undocumented codebases.Read the note
Build logs
- Sept 2025devDocs: AI-Powered Project Documentation from Legacy CodeHow we built devDocs, an AI CLI tool that generates structured documentation for old and undocumented codebases.1 min read
- —Prod Deploy Broke? Learn Fast, Ship BetterA light take on broken production deploys and the mindset shift from panic to learning.1 min read
Markets
Personal notes, not investment advice.
- Sept 2025TradeItUp: Passive Momentum Allocation StrategyA rules-based momentum allocation model using NiftyBees, GoldBees, and LiquidBees for capital protection and compounding.2 min read
- Aug 2025An Overvalued Indian Stock Market?A market note on tariff shocks, FII-DII behavior, liquidity risk, and scenario planning for Nifty and Gold allocation.1 min read
Practice and pace
- Nov 2025What an Energetic Ride 2025 Has BeenA personal year-end note on habits, accountability, and steady growth through 2025.1 min read
- Nov 2025Learn, Earn, AutomateHow routine plus automation reduced repetitive work and improved learning velocity.1 min read
- Sept 2025Never Thought This Would Be My Morning RoutineHow an early coding routine with coffee, planning, and focused teaching set the tone for productive days.1 min read
- Aug 2025The Alternate ChecklistA reflection on realistic goal-setting, ownership, and why relationships matter more than vanity metrics.1 min read
- Aug 2025My Best ROI Wasn’t in the Stock MarketA reflection on consistency, routine, and self-investment as the highest compounding asset.1 min read
People
- Oct 2025What Team Collaboration Taught MeA short reflection on why collaborative thinking beats isolated optimization in modern AI-driven engineering teams.1 min read
- Aug 2025Mentor Mentions: Advice That Actually WorkedA note of gratitude for practical mentorship, from burnout recovery to structured growth frameworks.1 min read
AI and work
- Jul 2025ChatGPT Could Social-Engineer My Public FootprintA candid note on how quickly AI can map your online footprint and why digital hygiene matters.1 min read
- Jul 2025Tech Boom: AI vs AIA sharp take on how AI systems increasingly compete with each other across hiring and delivery workflows.1 min read