https://bipasha.dev/blog Software Engineer with 3+ years building production-grade systems — full-stack products, cloud-native backends, and AI engineering. en https://bipasha.dev/blog/designing-idempotent-consumers https://bipasha.dev/blog/designing-idempotent-consumers Wed, 20 May 2026 00:00:00 GMT Systems Exactly-once is a lie you tell at scale — here's how to get effectively-once with dedup keys and a transactional outbox. https://bipasha.dev/blog/agent-loops-that-dont-runaway https://bipasha.dev/blog/agent-loops-that-dont-runaway Sat, 11 Apr 2026 00:00:00 GMT AI Autonomous agents are great until they spend $400 in a loop. Bounded autonomy is a design discipline, not an afterthought. https://bipasha.dev/blog/monolith-to-services-without-regret https://bipasha.dev/blog/monolith-to-services-without-regret Mon, 02 Mar 2026 00:00:00 GMT Backend Most microservice migrations fail by splitting on the wrong seams. Start with bounded contexts, not table names.