Taswar Bhatti
Practical guides on AI agents, LLM security, C#/.NET and Cloud, from Taswar Bhatti
Tag: MCP
ai-agent-security-prompt-injection-permission-boundaries

Last Saturday, 17 October 2026, I gave a talk at the DevNot Developer Summit in Istanbul called “From Prompt Injection to Permission Boundaries: Security for AI Agents.” This post is the written version, with a few extra notes I didn’t have time to say on stage.

Why agent security is different now

A chatbot that gives a bad answer is embarrassing. An agent that takes a bad action is an incident.

Agents don’t just generate text anymore. They call tools, hit APIs, write to databases, send emails and open pull requests. That changes the threat model completely. With tools attached, a prompt injection is no longer … Read the rest “From Prompt Injection to Permission Boundaries: Security for AI Agents”

Azure 5 Highlights Thursday

Here is the Bonus #118 edition of 5 Highlights Thursday — a bit of a bonus edition this week with 7 highlights instead of 5. I hope this newsletter will help you in your Azure journey and keep you informed. Feel free to forward this along to anyone who you think may enjoy or better ask them to subscribe.

1. TypeScript 7 Is Here (And It’s 10× Faster)

TypeScript 7 has landed, and it’s a big one — a native, Go-based compiler rewrite delivers roughly 10x faster compilation, alongside new language features and some breaking changes from v6. If you or your team live in the TypeScript ecosystem, this is worth 10 minutes of your time to understand what changes before you upgrade.

2. What’s New in SQL MCP Server 2.0

… Read the rest “7 Highlights Thursday | 30th July 2026 (#118 Edition) Bonus”
Kimi K2.7 Code is Now Available in Microsoft Foundry

Demo code located at https://github.com/taswar/KimiFoundryDemo

There are a lot of AI model announcements these days. But every now and then one lands that feels immediately practical for real engineering work.

Kimi K2.7 Code from Moonshot AI showing up in Microsoft Foundry feels like one of those releases.

Microsoft and Moonshot AI have made Kimi K2.7 Code available in the Foundry model catalog starting July 1, 2026. It is designed for the kind of software engineering that does not happen in a single prompt — multi-file refactors, feature work spanning multiple services, debugging sessions that need to hold context across many steps.

That is a different problem space from “generate a todo app in one shot.” And honestly, that is where most development teams are today.

What Is Kimi K2.7 Code?

Kimi K2.7 Code is a coding-focused model from Moonshot AI. … Read the rest “Kimi K2.7 Code is Now Available in Microsoft Foundry”

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