Essays and working notes on building, AI-assisted development, identity, and product.https://moygulati.com/https://moygulati.com/writing/ai-assisted-dev-workflow/https://moygulati.com/writing/ai-assisted-dev-workflow/The actual stack I use to ship — agentic coding tools up front, self-hosted open models for the boring volume, and a hard rule about staying on rails.Fri, 22 May 2026 00:00:00 GMThttps://moygulati.com/writing/owning-the-stack/https://moygulati.com/writing/owning-the-stack/I was renting my web presence from Super and Notion. Here's why I tore it down and rebuilt on a small Astro repo I fully own.Wed, 20 May 2026 00:00:00 GMThttps://moygulati.com/writing/the-simulation/https://moygulati.com/writing/the-simulation/A reflection on the simulation hypothesis, base reality, the limits of verification, and whether consciousness is energy we could learn to control.Sat, 18 Oct 2025 00:00:00 GMThttps://moygulati.com/writing/10-reasons-why-product-management-for-ai-is-different-than-conventional-product-management/https://moygulati.com/writing/10-reasons-why-product-management-for-ai-is-different-than-conventional-product-management/Ten ways managing AI products differs from conventional product management, from data-driven decisions to ethics and constant model upkeep.Thu, 04 Sep 2025 00:00:00 GMThttps://moygulati.com/writing/biocompute-biological-computation-musing-1/https://moygulati.com/writing/biocompute-biological-computation-musing-1/An analogy comparing a computer network to the human body, where servers, devices, data flow and firewalls mirror organs, circulation and the immune system.Thu, 02 Feb 2023 00:00:00 GMThttps://moygulati.com/writing/biocompute-biological-computation-musing-2/https://moygulati.com/writing/biocompute-biological-computation-musing-2/An analogy between Edge AI and human muscle/cell memory, both learning and adapting through repeated experience for better real-time performance.Mon, 16 Jan 2023 00:00:00 GMThttps://moygulati.com/writing/biocompute-musing-3-biological-computation-data-storage-and-processing/https://moygulati.com/writing/biocompute-musing-3-biological-computation-data-storage-and-processing/What it would take to build data storage as efficient as a living cell, spanning compression, materials, nanotech, biotech and quantum computing.Mon, 16 Jan 2023 00:00:00 GMThttps://moygulati.com/writing/biocompute-musing-4-biological-computation-for-general-ai/https://moygulati.com/writing/biocompute-musing-4-biological-computation-for-general-ai/Why hardware-level breakthroughs, not software, may be the real bottleneck on the path to the AI singularity.Mon, 16 Jan 2023 00:00:00 GMT