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17 articles

RAG Returns Wrong Answers? 4 Knowledge-Conflict Fixes

Your RAG retrieves the right document and still answers wrong. Four production fixes for knowledge conflicts in enterprise retrieval pipelines.

Martin Benes·May 16, 2026·9 min read
RAG knowledge conflicts
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Model Context Protocol Security: Taming the AI Wild West

Master Model Context Protocol security with our guide. Learn to close security gaps, ensure data sovereignty, and build resilient AI infrastructure for agents.

Martin Benes·Apr 28, 2026·6 min read
Model Context Protocol security
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LangChain + MongoDB: The Definitive AI Agent Stack

LangGraph + MongoDB Hybrid Search: the production stack for stateful AI agents. Architecture, code patterns, prototype-to-scale migration path.

Martin Benes·Apr 1, 2026·6 min read·via blog.langchain.com
AI agent stack
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WebMCP: Agent-Centric Web Architecture for Enterprise

Discover how WebMCP transforms Chrome pages into AI-ready servers. Learn why the Model Context Protocol is essential for scalable, autonomous agent workflows.

Martin Benes·Mar 18, 2026·7 min read·via thenewstack.io
WebMCP
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GitHub Agentic Workflows: The Strategic Shift to Continuous AI in CI/CD

Explore how GitHub's Agentic Workflows are transforming CI/CD into Continuous AI. A deep dive for technical leaders on automation, security, and data sovereignty.

Martin Benes·Feb 15, 2026·7 min read·via thenewstack.io
GitHub Agentic Workflows
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AI Agent Anomaly Detection: Autonomous Resolution

Build an AI Agent Anomaly Detection system for time-series data. Learn to use LLMs and statistical layers to detect and resolve anomalies autonomously.

Martin Benes·Feb 12, 2026·6 min read·via towardsdatascience.com
AI Agent Anomaly Detection
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AI Agents for Professional Services: Benchmarks vs Reality

Discover how AI agents for professional services are transforming law and strategy. Analyze the Mercor benchmark, agent swarms, and data sovereignty today.

Martin Benes·Feb 8, 2026·8 min read·via techcrunch.com
AI agents for professional services
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10 Strategies to Reduce MCP Token Bloat: A Guide for AI Architects

Optimize the Model Context Protocol and reduce MCP token bloat. Learn technical strategies to improve AI agent efficiency and lower costs in enterprise workflows.

Martin Benes·Feb 6, 2026·7 min read·via thenewstack.io
MCP token bloat
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Agentic AI Governance 2026: The Autonomous Enterprise

Master Agentic AI Governance in 2026. Discover how data readiness, sovereign infrastructure, and logical management ensure resilient enterprise AI operations.

Martin Benes·Feb 5, 2026·6 min read·via artificialintelligence-news.com
Agentic AI Governance
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Agentic Coding: A Strategic Guide to Autonomous Problem Solving

Master agentic coding to solve complex enterprise problems. Explore autonomous workflows, strategic planning, and how to avoid technical debt with AI agents.

Martin Benes·Feb 1, 2026·4 min read·via towardsdatascience.com
Agentic Coding
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a close up of a computer screen with code on it

Open Source Code Mode: Reclaiming AI Sovereignty

Explore Port of Context (pctx), the open-source implementation of code mode. Learn how MCP and code-based tool execution combat context exhaustion and Big Tech lock-in.

Martin Benes·Jan 25, 2026·5 min read
Open Source Code Mode
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Scaling AI Value Beyond Pilot Purgatory: Enterprise Strategies for Production Readiness

Implement platform-centric architecture and robust GRC to scale AI value. Transform pilots into enterprise engines by assembling, not building. (159 characters)

Martin Benes·Jan 20, 2026·7 min read
Scaling AI Value
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AI Agent Orchestration for Enterprise AI Systems

Unlock AI agent orchestration potential. Learn how it transforms automation into complex systems with key frameworks and optimization benefits. Start now!

Martin Benes·Jan 12, 2026·9 min read·via blog.n8n.io
AI agent orchestration
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15 n8n Practices for Deploying AI Agents in Production

Master 15 critical n8n practices for deploying AI agents. Ensure scalable, secure AI automation. Start optimizing your workflows for high performance now!

Martin Benes·Jan 9, 2026·9 min read·via techcrunch.com
n8n practices for deploying AI agents
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Designing Safe Transactional AI Systems with LangGraph

Master Transactional Agentic AI Systems with LangGraph and 2PC. Ensure integrity and safety in complex workflows now

Martin Benes·Dec 31, 2025·9 min read·via marktechpost.com
Transactional Agentic AI Systems
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Zapier Enterprise Automation: Governance & AI Agent Updates

Zapier enterprise automation updates bring maximum efficiency and control to B2B workflows. Get enhanced governance, powerful AI agents, and streamlined workflow revie...

Martin Benes·Dec 20, 2025·9 min read·via zapier.com
Zapier enterprise automation updates
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AI Agents Fail: Improving Performance with AI

Discover how Patronus AI's new 'living' training worlds improve AI agent performance on complex tasks and reduce failure rates.

Martin Benes·Dec 17, 2025·4 min read
AI agents
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