Insights & Essays.
Field notes for CTOs and principal engineers: what shipped, what failed, and how to staff the next AI program. Depth first — no vendor recap.
Artificial Intelligence
Stateful Agent Execution: Building Durable Multi-Hour AI Workflows on Serverless
Deploy stateful AI agents on serverless architectures without runtime timeouts. A technical guide to durable workflows, state replay, and checkpointing.
AI Agents in Production: What Nobody Tells You About Memory, State, and Failure
AI Agents in Production: What Nobody Tells You About Memory, State, and Failure
Agentic AI vs. Generative AI: Designing the Autonomous Workforce (2026 Edition)
Agentic AI vs. Generative AI: Designing the Autonomous Workforce The year 2026 has marked a definitive boundary in the history of industrial computing.
External Standards & Publications
Our engineering publications follow industry standards for software architecture and agentic AI systems. Read more about technical specifications at the IEEE Standards Association and general web engineering principles at the World Wide Web Consortium (W3C).
What is “Agentic AI vs. Generative AI” about?
Agentic AI vs. Generative AI: Designing the Autonomous Workforce The year 2026 has marked a definitive boundary in the history of industrial computing.
Who wrote this article and when was it published?
Written by Vatsal Shah, an AI Leader and Solution Architect based in Ahmedabad, India, and published on April 15, 2026. It is filed under Artificial Intelligence.
How can I apply this in my own organization?
Use the sections of this article as a working checklist, adapt each step to your platform and risk profile, and record the decisions you make. To discuss Agentic AI vs. Generative AI for your team, request a briefing at https://shahvatsal.com/contact.