https://anuganti.com/articles/ Long-form writing on enterprise AI, inference, and agentic AI. en-us https://anuganti.com/articles/personal-and-edge-ai-needs-consistency-model/ https://anuganti.com/articles/personal-and-edge-ai-needs-consistency-model/ Fri, 09 Oct 2026 12:00:00 GMT Agentic AI Once your phone, laptop, car and the cloud each hold agent state, each one is a replica. Databases learned to name the consistency each operation needs. Agents have not. https://anuganti.com/articles/ai-agent-needs-transaction-manager/ https://anuganti.com/articles/ai-agent-needs-transaction-manager/ Tue, 06 Oct 2026 12:00:00 GMT Agentic AI Agentic AI is beginning to rediscover the transaction manager, recovery system, security model and workload governor. https://anuganti.com/articles/llm-inference-is-inmemory-db/ https://anuganti.com/articles/llm-inference-is-inmemory-db/ Fri, 02 Oct 2026 12:00:00 GMT AI Infrastructure We spent 40 years optimizing buffer pools, paging, and query optimizers. Then we met the same problems again on GPUs and called it AI infrastructure. https://anuganti.com/articles/agentic-commerce-retail-stack/ https://anuganti.com/articles/agentic-commerce-retail-stack/ Mon, 28 Sep 2026 12:00:00 GMT Agentic AI Amazon recently blocked Meta's Muse from shopping its store. It looks like a security dispute. It's actually the first border war of agentic commerce. https://anuganti.com/articles/outcome-as-a-service-zero-stack-enterprise/ https://anuganti.com/articles/outcome-as-a-service-zero-stack-enterprise/ Tue, 01 Sep 2026 12:00:00 GMT Enterprise AI Cloud made hardware ephemeral. AI is beginning to do the same to software implementation. https://anuganti.com/articles/models-are-ephemeral-compute/ https://anuganti.com/articles/models-are-ephemeral-compute/ Tue, 04 Aug 2026 12:00:00 GMT AI Infrastructure If open and “free” models are becoming increasingly capable, should enterprises simply move away from proprietary APIs? The real issue is not which model wins today. https://anuganti.com/articles/build-vs-buy-trap-runtime-first/ https://anuganti.com/articles/build-vs-buy-trap-runtime-first/ Mon, 11 May 2026 12:00:00 GMT Enterprise AI Most enterprise AI debates are asking the wrong question. Build or buy? That made sense for software. But AI agents are not software in the traditional sense — they are workforce. https://anuganti.com/articles/programmable-runtime-missing-layer/ https://anuganti.com/articles/programmable-runtime-missing-layer/ Mon, 20 Apr 2026 12:00:00 GMT AI Infrastructure From Access Control to Action Control In my earlier piece, Enterprise AI: 2026–2028 Architecture Reset, I argued that enterprise software would gradually shift from UI-heavy workflows to agent-accessible infrastructure. https://anuganti.com/articles/enterprise-ai-economic-layer/ https://anuganti.com/articles/enterprise-ai-economic-layer/ Fri, 10 Apr 2026 12:00:00 GMT Economics Lately, I’ve been seeing more and more posts on X and LinkedIn about how AI spend and usage keep growing every month. But much of it still feels disconnected from real business value. https://anuganti.com/articles/inference-firewall-new-perimeter/ https://anuganti.com/articles/inference-firewall-new-perimeter/ Fri, 06 Feb 2026 12:00:00 GMT AI Infrastructure In Q4 2025, a Fortune 500 retailer's AI procurement agent autonomously approved $2.3M in fraudulent vendor invoices. The attack vector? A carefully crafted prompt injection hidden in a supplier's routine contract amendment. https://anuganti.com/articles/enterprise-ai-2026-2028-architecture-reset/ https://anuganti.com/articles/enterprise-ai-2026-2028-architecture-reset/ Mon, 22 Dec 2025 12:00:00 GMT Enterprise AI Enterprise AI is approaching a hard transition point. What began as experimentation—models, copilots, and isolated agents—is becoming production infrastructure.