Recent Blogs
Spec-Driven Development for AI-Enabled Enterprise Systems
How to make specs the single source of truth for your React frontends, backend services, data, and AI agents.
If you are building ...
May 18, 2026152Views
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As artificial intelligence continues to evolve, teams are prioritising rapid advancements and deployment of applications while often overlooking security considerations. Emerging threats such as prom...
May 13, 2026204Views
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Your AI agent works great… until it doesn't. AgentEval catches the failures before your users do.
The biggest problem for Agentic Engineers
Shipping an AI agent feels great — until you hit t...
May 12, 2026148Views
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Project Overview
Hi I'm Shoib Muhammad an MEng Mathematical Computation student at UCL, I set out to tackle one of the most persistent challenges in modern cities: traffic congestion. In London alo...
May 11, 2026187Views
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10 MIN READ
Scenario
Imagine you are building your company’s RAG chat application using Microsoft Foundry - Azure OpenAI and orchestrating the flow with LangChain. The chat experience works, but now it needs t...
Apr 27, 2026336Views
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The Gap Between a Demo and a Production Agent
Let's be honest. Getting an AI agent to work in a demo takes an afternoon. Getting it to work reliably in production, tested, containerised, deploy...
Apr 22, 2026291Views
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Most agent failures do not look like breaches.
They look like a normal chat, a normal answer, and a normal tool call. Until the next morning, when a single question collapses the whole story: who a...
Apr 22, 2026345Views
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Introduction
Charlotte Yeo, UCL MEng Computer Science https://www.linkedin.com/in/charlotte-yeo-627476294/
Supervisors: Janaina Mourao-Miranda (UCL) and Lee Stott (Microsoft).
For my final-year...
Apr 20, 20265KViews
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Agents are easy to demo, hard to ship.
Most teams can put together a convincing prototype quickly. The harder part starts afterwards: shaping deterministic tools, validating behaviour with t...
Apr 03, 2026534Views
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If you want to start building AI applications on your own machine, the Microsoft Foundry Local Lab is one of the most useful places to begin. It is a practical workshop that takes you from first-time...
Mar 30, 2026585Views
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