Skip to content

El Bruno

🏡 Home
🧠 AI
🗓️ Event
🎤 NTN PodcastNo Tiene Nombre main website
🤖 About

Tag: AI

Building Cross-Framework Agents with MAF, A2A, NVIDIA NeMo, and Aspire

Hi! What happens when a Python-based AI agent and a .NET-based AI agent need to work together? That is the idea behind MAF-A2A-NVIDIA-NemoAgents (https://github.com/elbruno/MAF-A2A-NVIDIA-NemoAgents-private): a reference app that shows how to combine NVIDIA NeMo Agent Toolkit, Microsoft Agent Framework, Agent-to-Agent communication, and Aspire into one multi-agent workflow. The repo describes itself as a production-ready sample… — read more

May 20, 2026
GitHub Copilot CLI + SQUAD + GPT-5.5 BYOK: Better Engineering, Same Hard Truth

TL;DR This was the final ElBruno.NetAgent experiment: GitHub Copilot CLI + SQUAD using Azure OpenAI GPT-5.5 BYOK against the same app-building challenge I previously tried with CPU-only local models, GPU local models, and GPT-5-mini. The good news: GPT-5.5 was clearly better at staying inside phase boundaries, following safety rules, reducing broad stabilization loops, and working… — read more

May 14, 2026
GitHub Copilot CLI + GPT-5-mini BYOK: The Code Was Cheap, the Quality Gates Were Expensive

The first screenshot shows GitHub Copilot CLI ready with the SQUAD agent and GPT-5-mini selected. Then SQUAD started spawning background agents. — read more

May 11, 2026
From Pet Projects to +20 Open Source NuGet Packages, Thanks to GitHub Copilot 🚀

Hi! Some of these started as small pet projects. IE: a quick helper for a demo, a tiny tool for a conference, a library to avoid repeating the same code again and again, or one of those “I’ll just build this in one evening” ideas that somehow becomes a real thing. And now, thanks to… — read more

May 10, 2026
🚀 Big Update: GPT-Image Models + AI Agent Skills

Hi! Two weeks ago, I shipped t2i — a terminal-first CLI for text-to-image generation. Today I’m excited to announce two major additions that make t2i even more powerful: TL;DR 🤖 Part 1: AI Agent Skills — The Biggest Feature This is the feature I’m most excited about: teaching AI agents how to use t2i automatically What Are Skills? Skills are packages of functionality that AI… — read more

Apr 22, 2026
🚀 Meet t2i — The ElBruno.Text2Image CLI

Hi! I just shipped t2i, a terminal-first CLI tool for ElBruno.Text2Image. Generate images from your shell in two commands — no UI, no browser, just a simple cli interface to image generation from the cloud. This is the Lite edition (cloud-only, ~2.4 MB on NuGet) — perfect for CI/CD pipelines, deployment scripts, batch jobs, and developers who live… — read more

Apr 20, 2026
🖼️ MAI-Image-2 Just Dropped — And .NET Support Is Already Here

Hi! When Microsoft announced MAI-Image-2, I immediately thought: “I need to add this to ElBruno.Text2Image. Today.” So I did. 😄 MAI-Image-2 is Microsoft’s new image generation model on Microsoft Foundry — high-quality generation, a synchronous API (no polling!), a 32K character prompt limit, and flexible dimensions. And it’s already supported in ElBruno.Text2Image with the same clean interface you already know. Let me… — read more

Apr 13, 2026
I Built a .NET 10 Knowledge Graph Builder (Inspired by Karpathy)

Hi! Earlier this year, Andrej Karpathy tweeted about using LLMs as “knowledge compilers” — a mind-bending idea: instead of asking an LLM questions, feed it raw data (papers, code, images) and let it automatically build a structured, navigable knowledge base. No RAG. No vector databases. Just pure understanding compiled into a graph. Then I saw @socialwithaayan showcase graphify —… — read more

Apr 6, 2026
🌟 Gemma 4 Is Here — And My C# Library Is (Almost) Ready

Hi! So Google just dropped Gemma 4 — their most capable open model family yet — and I couldn’t resist. I spent a good chunk of time digging into the architecture, trying to convert models, hitting walls, finding workarounds, and hitting more walls. Here’s where things stand with ElBruno.LocalLLMs. Spoiler: the library is ready for Gemma 4. The ONNX runtime…… — read more

Apr 3, 2026
🤖 Local LLM Chat Completions in .NET — Just C#

Hi! Let’s look at this code snippet: That’s it. This runs a local LLM. No API keys. No REST calls. The model downloads automatically the first time. Let me show you more. ⬇️ Download Progress and Model Info When you run a model for the first time, you probably want to see what’s happening. Here’s… — read more

Mar 19, 2026
🎙️🤖 Real-Time AI Conversations in .NET — Local STT, TTS, VAD and LLM

Hi 👋 What if you could build a real-time voice conversation app in .NET — speech-to-text, text-to-speech, voice activity detection, and LLM responses — all running locally on your machine? That’s exactly what ElBruno.Realtime does. 🎥 Watch the full video here Why I Built This I’ve been building local AI tools for .NET for a while — local embeddings, local TTS with… — read more

Mar 2, 2026
🎨 Text-to-Image in .NET — FLUX.2 Pro in the Foundry and Stable Diffusion on Your Machine

Hi 👋 These days Microsoft announced FLUX.2 Flex on Microsoft Foundry, I immediately thought: “I need to wrap this for .NET developers.” So I setup a SQUAD team and I did it. And then I thought: “Wait — I have a couple of Test-to-Image local pet projects, what if my SQUAD also help to polish and publish this?… — read more

Feb 26, 2026
Microsoft Agent Framework is Release Candidate! Let’s Go 🔥🤖

Hi! Big milestone these days: The Microsoft Agent Framework (MAF) just reached Release Candidate status 🎉 Official announcement here:👉 https://devblogs.microsoft.com/foundry/microsoft-agent-framework-reaches-release-candidate/ As someone who has been building apps, samples, demos, orchestration experiments and livestream content around MAF for months… this one feels GOOD. Let’s talk about this. 🤖 What is Microsoft Agent Framework? The Microsoft Agent… — read more

Feb 23, 2026
Vision Memory Agent: local image search with CLIP + Ollama + Microsoft Agent Framework

Hi! This post walks through a tiny but powerful scenario: ingest images locally, search them with natural language, and let an agent decide when to call tools. Everything runs on your machine, and it’s an simple example of how to use Microsoft Agent Framework with local embeddings. We’ll use: Repo sample: https://github.com/elbruno/elbruno.localembeddings/tree/main/samples/VisionMemoryAgentSample Why this scenario You give… — read more

Feb 20, 2026
🖼️ Local Image Embeddings in .NET — CLIP + ONNX

Hi 👋 If you’ve used ElBruno.LocalEmbeddings for text embeddings, you’re going to love the new image capabilities. I asked several friends about this, and they challenge me to give it a try, so here it is: ElBruno.LocalEmbeddings.ImageEmbeddings a library brings CLIP-based multimodal embeddings to .NET — fully local. It is powered by ONNX Runtime, and ready for image search and image RAG workflows. In… — read more

Feb 16, 2026
🧠 Building RAG in .NET with Local Embeddings — 3 Approaches, Zero Cloud Calls

Hi! 👋 One of the questions I get most often is: “Bruno, can I build a RAG (Retrieval-Augmented Generation) app in .NET without sending my data to the cloud?” The answer is a resounding YES. 🚀 In this post, I’ll walk you through three different ways to build RAG applications using ElBruno.LocalEmbeddings — a .NET library that generates text embeddings locally using ONNX… — read more

Feb 14, 2026
Local Embeddings in .NET — The Easy Way

Hi! If you’re running local LLMs using: At some point you’ll want to experiment with RAG. And that means one thing: 👉 You need embeddings. During production, you’ll probably rely on managed services and vector databases.But during experimentation? You just want something simple. That’s why I created: 📦 ElBruno.LocalEmbeddingsNuGet: https://www.nuget.org/packages/ElBruno.LocalEmbeddingsRepo: https://github.com/elbruno/elbruno.localembeddings/ It allows you to… — read more

Feb 13, 2026
Building GitHub Copilot Agents in C# with Microsoft Agent Framework

GitHub Copilot just crossed a very interesting line. It’s no longer “just” helping you write code — it can now run as an agent, with goals, tools, and autonomy, using Microsoft Agent Framework (MAF). 🎥 Watch the full video here: In the video, I walk through three simple C# samples showing how Copilot can be… — read more

Feb 9, 2026
🤖 Never Lose Your AI Agent’s Train of Thought

Persisting Microsoft Agent Framework Sessions with ASP.NET, Redis & Blazor Have you ever built a chat app where the AI forgets what you said five seconds ago? 😅That’s the classic stateless API problem — and today we’re fixing that in .NET using the Microsoft Agent Framework (MAF + Ollama), persistent agent sessions (Redis), and a Blazor frontend so you can see… — read more

Feb 3, 2026
Trick to fix DevUI Workflow Errors in Microsoft Agent Framework

Hi! How a Missing Workflow Name Breaks DevUI (and How to Fix It) When working with Microsoft Agent Framework and DevUI, I ran into a subtle but very frustrating issue: everything compiled, but DevUI failed at runtime. No workflows visible.No clear hint in the UI.And a runtime exception that didn’t immediately point to the real… — read more

Jan 14, 2026

Blog at WordPress.com.

Privacy & Cookies: This site uses cookies. By continuing to use this website, you agree to their use.
To find out more, including how to control cookies, see here: Cookie Policy

Subscribe Subscribed
- El Bruno
- Already have a WordPress.com account? Log in now.