Permission-Aware RAG: Making Your Internal AI Assistant Respect Document Access
How to make retrieval respect who can see what: ACL metadata, Entra ID and Cognito identity, Azure AI Search and Bedrock filters, Salesforce, audits and tests.
Writing Topic
AI & Agents
Model Context Protocol, retrieval-augmented generation, agent security and the practical side of putting LLMs to work.
9 articles
2026
3 articles
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The Hidden Security Issues with AI Agents
Prompt injection, tool poisoning and MCP risks explained from an IT security angle, with practical controls to keep AI agents safe.
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Agentic RAG Explained: Planning, Memory and Tools
What agentic RAG adds to basic retrieval, when you actually need it, and lessons from building an internal company knowledge assistant.
2025
6 articles
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Model Context Protocol Servers: A Comprehensive Analysis
How MCP servers work in 2026: tools and resources, stdio vs Streamable HTTP, OAuth-based auth, the stateless spec, and where the protocol still falls short.
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Fuzzy Search in AI with Fuse.js
Add typo-tolerant search to AI apps and websites with Fuse.js, with working code, tuning tips and how it pairs with vector search.
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Deploying a Remote MCP Server Using FastMCP and Google Cloud Run
Step-by-step: build a FastMCP server, deploy it to Cloud Run with IAM authentication, and connect an MCP client through the Cloud Run proxy.
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14 Free AI Courses Worth Taking (Checked for 2026)
Fourteen genuinely free AI courses, rechecked in November 2026 and grouped by level, from AI literacy for non-coders to building agents and MCP servers.
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5 Best MCP Servers for Productivity
My short list of MCP servers worth installing for everyday work: Filesystem, Notion, Slack, Fetch and GitHub, with setup notes and the risks to watch.
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How to Access a Remote MCP Server in Claude Desktop
Two ways to connect Claude Desktop to a remote MCP server, custom connectors or the mcp-remote bridge, with working config and troubleshooting.
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