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Agent Hallucination Detection and Mitigation in Production

1d ago · 13 min read · The hallucination problem moves from chat to agents When a customer support chatbot invents a refund policy, the damage is usually contained: a confused user, an escalation, a corrected response. But

Agent Identity and Access Management: Securing Multi-Agent Systems

1d ago · 13 min read · Agent Identity and Access Management: Securing Multi-Agent Systems The enterprise AI landscape is shifting beneath our feet. What began as single‑purpose chatbots and copilots is rapidly evolving into

The CTO’s Blueprint for Governing Multi-Agent AI Systems in the Enterprise

1d ago · 11 min read · Multi-agent AI systems are no longer a research curiosity. From supply chain orchestration to customer service triage, enterprises are deploying fleets of specialized AI agents that negotiate, delegat

MMMarco Mornatiblog.mornati.net

Your AI Agent Deserves a Tool Harness, Not a Wild West

3d ago · 14 min read · We started the same way everyone does: give the LLM access to everything and hope it figures it out. Connect the GitHub MCP, the Jira MCP, the internal product API MCP, throw in a database schema or t

From Hype to Harvest: Architecting Production-Ready AI Agent Workflows for the Enterprise

3d ago · 12 min read · We've all seen the demo: an AI agent books a flight, updates a CRM, and sends a Slack message, all from a single chat prompt. It looks like magic. But when you try to connect that agent to your 20-yea

The Enterprise AI Agent Performance Benchmark: How to Measure and Compare Agent Effectiveness

3d ago · 15 min read · Why Current AI Agent Benchmarks Fail the Enterprise Why do most AI agent benchmarks fail to predict what actually happens in your production environment? Because they measure the wrong things, in the

TVTheo Valmismnemehq.hashnode.dev

The AI ROI Problem Is Not About Models. It Is About Systems.

5d ago · 6 min read · The recent wave of weak enterprise AI ROI reporting is not evidence that AI fails to create value. It is evidence that organizations matured generation capability faster than the governance and verifi

SCSuny Choudharylangprotect.hashnode.dev

How Enterprise AI Adoption Is Creating a Security Debt No One Is Measuring

May 27 · 4 min read · Enterprise AI adoption is now happening faster than most organizations can realistically govern. AI copilots, internal assistants, browser-based tools, and workflow automations are quietly becoming pa

DBDnyandeo Bharambemcpoverrag.hashnode.dev

Why I chose MCP over RAG for live infrastructure auditing

May 26 · 6 min read · I've been working on a project to audit distributed hardware infrastructure — devices spread across multiple sites, each running firmware that needs to stay compliant with a central policy. Pretty sta

JDJeet Doshijdoshi2091.hashnode.dev

Model Context Protocol

May 25 · 20 min read · 1. The Problem: Powerful AI, But Isolated When I first started exploring agentic automation, one thing became crystal clear: a large language model by itself is powerful, but isolated. It can reason.