https://bharathksunil.com Essays on building software that actually ships — AI in production, technical leadership through ambiguity, mobile-first architecture, and lessons learned across eight years of healthcare, IoT, and startup engineering. en-us https://bharathksunil.com/blog/agents-in-production-2026 https://bharathksunil.com/blog/agents-in-production-2026 Wed, 10 Jun 2026 00:00:00 GMT Building an agent takes an afternoon in 2026. Running one you can trust — observability, evals, cost ceilings, blast radius — is the part nobody's framework solved. https://bharathksunil.com/blog/hipaa-mobile-architecture https://bharathksunil.com/blog/hipaa-mobile-architecture Wed, 03 Jun 2026 00:00:00 GMT HIPAA never tells you what to build — it tells you what your data can never do. Treat it as an architecture input on day one, or pay for the rebuild later. https://bharathksunil.com/blog/wrong-stack-hidden-cost https://bharathksunil.com/blog/wrong-stack-hidden-cost Wed, 27 May 2026 00:00:00 GMT When runway is the product, a stack choice is a financial decision wearing a technical costume. The real costs never show up in the framework comparison. https://bharathksunil.com/blog/leading-through-ambiguity https://bharathksunil.com/blog/leading-through-ambiguity Sat, 01 Mar 2025 00:00:00 GMT Ambiguity isn't the exception in early-stage work — it's the default. Here's how to keep moving without pretending you know more than you do. https://bharathksunil.com/blog/ai-in-production https://bharathksunil.com/blog/ai-in-production Sat, 01 Feb 2025 00:00:00 GMT What changes when an LLM has to be reliable, observable, and on-call at 3am — not just impressive in a demo. https://bharathksunil.com/projects/transformers-agent-swarm https://bharathksunil.com/projects/transformers-agent-swarm Wed, 01 Jan 2025 00:00:00 GMT A swarm of AI agents that begins investigating production incidents the moment an alert fires — cutting response times ~30% at Hinge Health. https://bharathksunil.com/projects/mangalam-wedding-platform https://bharathksunil.com/projects/mangalam-wedding-platform Thu, 01 Jun 2023 00:00:00 GMT A full-stack app that coordinated wedding planning across 100+ families with real-time updates, RSVPs, and a live event feed. https://bharathksunil.com/projects/carvar-car-rentals https://bharathksunil.com/projects/carvar-car-rentals Sat, 01 Jan 2022 00:00:00 GMT A self-drive car rental platform in Bangalore built around affordability, ease of use, and automation — from booking to return.