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.
Latest Articles
Zero-Trust Cloud for AI Agents: IAM, Secrets, and Federated Identity
Zero-Trust Cloud for AI Agents: IAM, Secrets, and Federated Identity By Vatsal Shah | June 28, 2026 | 25 min read Table of Contents 1.
GitOps for Agentic Code: Branching, Review, and Audit When AI Writes 60% of Commits
GitOps for Agentic Code: Branching, Review, and Audit When AI Writes 60% of Commits By Vatsal Shah | June 27, 2026 | 14 min read Table of Contents - The.
Active RAG: Dynamic Multi-Hop Query Planning and Self-Correction for AI Agents
Tired of passive vector RAG dropping context? Discover Active RAG: dynamic sub-query trees, multi-hop planners, and self-correcting agent loops.
GitHub Actions + AI Agents: CI/CD That Reviews, Tests, and Deploys Autonomously
Autonomous AI agents are transforming GitHub Actions from simple rule-based runners into cognitive CI/CD pipelines that review code, fix bugs, and deploy.
iOS 20 + Swift 6: Building App Intents Agents That Actually Ship
Learn how to build next-generation autonomous App Intents agents in iOS 20 and Swift 6, leveraging strict concurrency actors and secure Private Cloud.
Azure AI Foundry Agents: Entra ID, Governance, and the Sovereign Enterprise Stack
Master azure ai foundry agents enterprise 2026. Deploy secure agent loops using Entra ID, Prompt Shields, and sovereign compliance architectures.
LangGraph vs CrewAI vs AutoGen: The 2026 Production Multi-Agent Framework Verdict
Definitive 2026 comparison of LangGraph, CrewAI, and AutoGen for production multi-agent systems.
The Agentic Mesh: Architecting Autonomous Swarms with LangGraph and MCP
agentic mesh — Move from single LLM agents to decentralized, peer-to-peer agent swarms. Architect persistent, state-aware meshes using LangGraph and Mod
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 “The Agentic Mesh” about?
agentic mesh — Move from single LLM agents to decentralized, peer-to-peer agent swarms. Architect persistent, state-aware meshes using LangGraph and Mod.
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 May 18, 2026. Reading time is 18 min read. It is filed under Generative AI & LLMs.
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 The Agentic Mesh for your team, request a briefing at https://shahvatsal.com/contact.