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Securing MCP Servers: Auth, Permissions and Audit Logs
The Model Context Protocol makes it easy to connect AI assistants to company systems, and that ease is exactly why security needs attention early. An MCP server can expose databases, files, tickets, and actions to a model that reads untrusted text and sometimes follows it. If the server is open, over-permissioned, or silent, one clever message can turn a helpful assistant into a data leak. This blog explains how to secure MCP servers around three controls: authentication, per
ganesh90
2 hours ago11 min read


Small Models vs. Frontier Models on 5 Real Business Tasks
Choosing between a small language model and a frontier model is one of the most expensive decisions in a production AI project, and it is often made on reputation rather than evidence. Frontier models are more capable on hard problems. Small models are cheaper, faster, and easier to run privately. The right choice depends on the task, and most businesses have several different tasks. This blog compares the two on five common business tasks, explains where each tends to do wel
ganesh90
2 hours ago10 min read


Top 20 LangGraph Trending Projects & Assignments
LangGraph is gaining significant traction for building robust, stateful AI agents and multi-agent systems. Its graph-based approach allows for complex workflows, cyclical processes, and better control over LLM interactions. Need this built or need assignment help? → LangGraph Assignment Help by Expert Here's a list of top 20 trending LangGraph projects or assignment ideas for AI Engineers and LLM Developers, drawing inspiration from current trends and real-world applications:

Codersarts
Jun 15, 20257 min read


Adding tools to your LangGraph Chatbots | Beginner's Guide | Part 2
Ready to give your chatbot superpowers? In this beginner-friendly guide, we’ll show you how to integrate external tools like web search into your LangGraph-powered chatbot. Learn what tools are, why they matter, and how to add them step-by-step — no prior AI experience needed!

Pratibha
Jun 11, 20255 min read
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