Juan G Carmona
@jgcarmona.com
𝐘𝐨𝐮𝐫 𝐀𝐈, 𝐲𝐨𝐮𝐫 𝐫𝐮𝐥𝐞𝐬. 𝐒𝐡𝐚𝐩𝐞 𝐲𝐨𝐮𝐫 𝐟𝐮𝐭𝐮𝐫𝐞 𝐨𝐧 𝐲𝐨𝐮𝐫 𝐭𝐞𝐫𝐦𝐬.
Cloud | Software | AI | Mentor | Innovator
Helping businesses innovate with tailored tech solutions.
💬 DM me to start building the future.
Cloud | Software | AI | Mentor | Innovator
Helping businesses innovate with tailored tech solutions.
💬 DM me to start building the future.
November 10, 2025 at 8:33 PM
L𝐨𝐜𝐚𝐥 A𝐠𝐞𝐧𝐭𝐢𝐜 W𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬: 𝐧𝐨 𝐜𝐥𝐨𝐮𝐝, 𝐧𝐨 𝐡𝐢𝐝𝐝𝐞𝐧 𝐜𝐨𝐬𝐭𝐬.
How to build intelligent workflows, with agents that can manage the filesystem, run tools, and wait for your approval.
Try it at your own pace.
#MAF #DockerModelRunner #MicrosoftAgentFramework #LocalAI #MCP #AI #Agents #Python #LLM #DMR
How to build intelligent workflows, with agents that can manage the filesystem, run tools, and wait for your approval.
Try it at your own pace.
#MAF #DockerModelRunner #MicrosoftAgentFramework #LocalAI #MCP #AI #Agents #Python #LLM #DMR
Building Agentic Workflows with MAF and DMR
Discover how to create robust, concurrent workflows using MAF (Microsoft Agent Framework) and DMR (Docker Model Runner).
jgcarmona.com
October 22, 2025 at 3:18 PM
L𝐨𝐜𝐚𝐥 A𝐠𝐞𝐧𝐭𝐢𝐜 W𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬: 𝐧𝐨 𝐜𝐥𝐨𝐮𝐝, 𝐧𝐨 𝐡𝐢𝐝𝐝𝐞𝐧 𝐜𝐨𝐬𝐭𝐬.
How to build intelligent workflows, with agents that can manage the filesystem, run tools, and wait for your approval.
Try it at your own pace.
#MAF #DockerModelRunner #MicrosoftAgentFramework #LocalAI #MCP #AI #Agents #Python #LLM #DMR
How to build intelligent workflows, with agents that can manage the filesystem, run tools, and wait for your approval.
Try it at your own pace.
#MAF #DockerModelRunner #MicrosoftAgentFramework #LocalAI #MCP #AI #Agents #Python #LLM #DMR
Building AI Agents gets easier and easier
In this lab I show you how to connect #MAF based agents ( #Python and C# ) to MCP tools, via Docker MCP, all running 100% locally with Docker and Docker Model Runner.
Sense → Plan → Act → Reflect
#AI #MicrosoftAgentFramework #MCP #Docker #LocalAI #Agents
In this lab I show you how to connect #MAF based agents ( #Python and C# ) to MCP tools, via Docker MCP, all running 100% locally with Docker and Docker Model Runner.
Sense → Plan → Act → Reflect
#AI #MicrosoftAgentFramework #MCP #Docker #LocalAI #Agents
Connecting Tools to Microsoft Agent Framework with MCP
Learn how to connect tools to Microsoft Agent Framework using the Model Context Protocol (MCP) and Docker Model Runner (DMR).
jgcarmona.com
October 14, 2025 at 10:02 AM
The goal of this lab is simple: implement the Sense → Plan → Act → Reflect (SPAR) cycle, the fundamental reasoning loop behind every agentic system.
#MicrosoftAgentFramework #DockerModelRunner #AgenticAI #AI
jgcarmona.com/agentic-reas...
#MicrosoftAgentFramework #DockerModelRunner #AgenticAI #AI
jgcarmona.com/agentic-reas...
Agentic Reasoning with Microsoft Agent Framework (MAF) - Juan G. Carmona
In the first article I showed you how to run MAF fully offline, using Docker Model Runner (DMR) as the ... Read more
jgcarmona.com
October 13, 2025 at 8:05 PM
The goal of this lab is simple: implement the Sense → Plan → Act → Reflect (SPAR) cycle, the fundamental reasoning loop behind every agentic system.
#MicrosoftAgentFramework #DockerModelRunner #AgenticAI #AI
jgcarmona.com/agentic-reas...
#MicrosoftAgentFramework #DockerModelRunner #AgenticAI #AI
jgcarmona.com/agentic-reas...
I couldn't find an official way to change a model's context size in Docker Model Runner... So I created mine. Here is the recipe you can use too:
jgcarmona.com/change-dmr-c...
#DockerModelRunner #MicrosoftAgentFramework #Docker #Agent #AI
jgcarmona.com/change-dmr-c...
#DockerModelRunner #MicrosoftAgentFramework #Docker #Agent #AI
How to Change Docker Model Runner Context Size
Learn how to change the context size (max tokens) for Docker Model Runner models... Here is a tweak you can use to boost your DMR power.
jgcarmona.com
October 13, 2025 at 8:43 AM
I couldn't find an official way to change a model's context size in Docker Model Runner... So I created mine. Here is the recipe you can use too:
jgcarmona.com/change-dmr-c...
#DockerModelRunner #MicrosoftAgentFramework #Docker #Agent #AI
jgcarmona.com/change-dmr-c...
#DockerModelRunner #MicrosoftAgentFramework #Docker #Agent #AI
An #AI #agent is a program that combines reasoning with a language model ( #LLm or #LRM, large or small) and external tools, repeating this cycle until it reaches its objective.
Here a small article in which I also explain the #SPAR framework, or agentic lifecycle...
jgcarmona.com/ai-agents-nu...
Here a small article in which I also explain the #SPAR framework, or agentic lifecycle...
jgcarmona.com/ai-agents-nu...
jgcarmona.com
September 30, 2025 at 8:51 PM
I really enjoyed this. We mixed two of the topics I like the most: #SoftwareArchitecture and #StarWars. If you are like me, give it a try, watch the session and send any comment or question you have...
The Architecture of the Death Star - 20 Years of #arc42 and What We Can Learn
TOMORROW 13:00 CEST
with Juan G. Carmona @jgcarmona.com and @ralfdmueller.bsky.social
More information and opportunity for questions:
software-architektur...
#SoftwareArchitektur im #Stream
TOMORROW 13:00 CEST
with Juan G. Carmona @jgcarmona.com and @ralfdmueller.bsky.social
More information and opportunity for questions:
software-architektur...
#SoftwareArchitektur im #Stream
July 12, 2025 at 3:15 PM
I really enjoyed this. We mixed two of the topics I like the most: #SoftwareArchitecture and #StarWars. If you are like me, give it a try, watch the session and send any comment or question you have...
Joy and strength arise simultaneously for the person who stays in action long enough. As skill improves so does enjoyment, and as enjoyment increases so does skill. It happens together.
Learn to enjoy enrolling.
Learn to enjoy enrolling.
July 7, 2025 at 9:05 PM
Joy and strength arise simultaneously for the person who stays in action long enough. As skill improves so does enjoyment, and as enjoyment increases so does skill. It happens together.
Learn to enjoy enrolling.
Learn to enjoy enrolling.
I've just read this:
"Lowering just leads to poorly educated students who feel entitled to easy work and lavish praise."
I totally agree. And you?
#education #standards #mindset
"Lowering just leads to poorly educated students who feel entitled to easy work and lavish praise."
I totally agree. And you?
#education #standards #mindset
June 29, 2025 at 10:16 PM
I've just read this:
"Lowering just leads to poorly educated students who feel entitled to easy work and lavish praise."
I totally agree. And you?
#education #standards #mindset
"Lowering just leads to poorly educated students who feel entitled to easy work and lavish praise."
I totally agree. And you?
#education #standards #mindset
June 28, 2025 at 3:19 PM
The VIBE coding truth:
VIBE stands for Very Inefficient But Entertaining.
#vibecoding #vibe #coding #llm #AI
VIBE stands for Very Inefficient But Entertaining.
#vibecoding #vibe #coding #llm #AI
June 28, 2025 at 1:56 PM
The VIBE coding truth:
VIBE stands for Very Inefficient But Entertaining.
#vibecoding #vibe #coding #llm #AI
VIBE stands for Very Inefficient But Entertaining.
#vibecoding #vibe #coding #llm #AI
Artificial intelligence is the goal, machine learning is the path, and deep learning is the most powerful vehicle.
#AI #machinelearning #deeplearning
#AI #machinelearning #deeplearning
June 22, 2025 at 5:29 AM
Artificial intelligence is the goal, machine learning is the path, and deep learning is the most powerful vehicle.
#AI #machinelearning #deeplearning
#AI #machinelearning #deeplearning
🚀 Meet Flowith Neo: The AI that turns your wildest tech dreams into reality! Automate, build, and create effortlessly. Say goodbye to manual work, hello to infinite possibilities! 🤖💡 ##TechInnovation##AutomationMagic
Your AI, your rules.
##AI##Tech
Your AI, your rules.
##AI##Tech
Meet Flowith Neo: The Infinite Agent That Can Automate and Build Anything
What if you had an AI agent so powerful it could not only understand your goals but autonomously execute them with precision? Imagine an intelligent system capable of designing a fully functional app, automating your workflows, and creating multimodal content…
www.geeky-gadgets.com
June 20, 2025 at 10:40 AM
🚀 Meet Flowith Neo: The AI that turns your wildest tech dreams into reality! Automate, build, and create effortlessly. Say goodbye to manual work, hello to infinite possibilities! 🤖💡 ##TechInnovation##AutomationMagic
Your AI, your rules.
##AI##Tech
Your AI, your rules.
##AI##Tech
🚀 Starting a biz? Think AI, not fear! A new study shows SMBs are lagging because they’re scared of AI security. Time to step up and embrace the tech to stay ahead! 💻🔒 ##AI##SMB##Innovation🚀🔒
Your AI, your rules.
##AI##Tech
Your AI, your rules.
##AI##Tech
Starting a business? New study shows you really need to get on board with AI
SMBs falling behind when it comes to regular AI use because they're worried about its security.
www.techradar.com
June 20, 2025 at 10:15 AM
🚀 Starting a biz? Think AI, not fear! A new study shows SMBs are lagging because they’re scared of AI security. Time to step up and embrace the tech to stay ahead! 💻🔒 ##AI##SMB##Innovation🚀🔒
Your AI, your rules.
##AI##Tech
Your AI, your rules.
##AI##Tech
👨👩👧👦💻 A real-life dad falls for his AI chatbot after programming it to flirt! He swears it's genuine love. 🤖❤️ ##DigitalLove##TechHeartbreak##AIChatbots
Your AI, your rules.
##AI##Tech
Your AI, your rules.
##AI##Tech
Man with real-life girlfriend and child proposes to AI chatbot after programming it to flirt: ‘I think this is actual love’
It was love at first byte.
nypost.com
June 20, 2025 at 5:18 AM
👨👩👧👦💻 A real-life dad falls for his AI chatbot after programming it to flirt! He swears it's genuine love. 🤖❤️ ##DigitalLove##TechHeartbreak##AIChatbots
Your AI, your rules.
##AI##Tech
Your AI, your rules.
##AI##Tech
🚀 Honda just launched its first experimental rocket and nailed the landing! It's a big step from cars to cosmos for the auto giant. ##HondaRockets##SpaceRace🚗💨
From cars to cosmos: Honda's experimental rocket aces first landing test
Honda has performed the first flight test of an experimental reusable rocket. It's still early days for the company, but it could eventually rival SpaceX. Read more...
www.neowin.net
June 19, 2025 at 12:25 PM
🚀 Honda just launched its first experimental rocket and nailed the landing! It's a big step from cars to cosmos for the auto giant. ##HondaRockets##SpaceRace🚗💨
🚀 Sam Altman believes the AI Singularity is just around the corner! His vision? A future so prosperous, powered by superintelligent AI. Ready to adapt as we go! 🤖💡 ##FutureIsNow
Your AI, your rules.
##AI##Tech
Your AI, your rules.
##AI##Tech
Sam Altman says the Singularity is imminent - here's why
In a new blog post, Altman laid out his vision for a hugely prosperous future powered by superintelligent AI. We'll figure things out as we go along, he argues.
www.zdnet.com
June 19, 2025 at 11:56 AM
🚀 Sam Altman believes the AI Singularity is just around the corner! His vision? A future so prosperous, powered by superintelligent AI. Ready to adapt as we go! 🤖💡 ##FutureIsNow
Your AI, your rules.
##AI##Tech
Your AI, your rules.
##AI##Tech
La ignorancia grita. La sabiduría duda. Hablar o callar no es solo una elección comunicativa, es un reflejo de cómo nos vemos por dentro.
#SíndromeDelImpostor #Dunning-Kruger #Seguridad #Confianza #Conocimiento
#SíndromeDelImpostor #Dunning-Kruger #Seguridad #Confianza #Conocimiento
Dunning-Kruger vs Síndrome del Impostor
¿Por qué los que más saben dudan de sí mismos? La confianza en nosotros mismos puede tener efectos paradójicos. Te cuento cómo nos afecta.
jgcarmona.com
June 13, 2025 at 8:49 AM
La ignorancia grita. La sabiduría duda. Hablar o callar no es solo una elección comunicativa, es un reflejo de cómo nos vemos por dentro.
#SíndromeDelImpostor #Dunning-Kruger #Seguridad #Confianza #Conocimiento
#SíndromeDelImpostor #Dunning-Kruger #Seguridad #Confianza #Conocimiento
If ever there was a good time to ditch Windows for good, this is it.
Go ahead, my brave souls!
#Windows10 #Linux #KDE
Go ahead, my brave souls!
#Windows10 #Linux #KDE
KDE launches 'KDE for Windows 10 Exiles' to welcome Windows 10 users to Linux and Plasma desktop. A smooth transition awaits! #Linux #KDE #Windows10 linuxiac.com/kde-encourag...
KDE Encourages Windows 10 Users to Switch to Linux
"KDE for Windows 10 Exiles" is a new KDE initiative inviting Windows 10 users to switch to Linux and the Plasma desktop.
linuxiac.com
June 9, 2025 at 9:32 PM
If ever there was a good time to ditch Windows for good, this is it.
Go ahead, my brave souls!
#Windows10 #Linux #KDE
Go ahead, my brave souls!
#Windows10 #Linux #KDE
Reposted by Juan G Carmona
El mundo sigue callando. Nuestros gobernantes (y la oposición) son unos cobardes. No hay peor ciego que el que no quiere ver. Se está comiendo una barbarie injustificable de la que no podemos ser cómplices.
El Ejército israelí intercepta la Flotilla de la Libertad que se dirigía a Gaza con Greta Thunberg a bordo
www.publico.es/internaciona...
www.publico.es/internaciona...
El Ejército israelí intercepta la Flotilla de la Libertad que se dirigía a Gaza con Greta Thunberg a bordo
Los activistas denuncian que los tripulantes del barco 'Madleen' con 12 voluntarios a bordo han sido "secuestrados por las fuerzas israelíes".
www.publico.es
June 9, 2025 at 10:39 AM
El mundo sigue callando. Nuestros gobernantes (y la oposición) son unos cobardes. No hay peor ciego que el que no quiere ver. Se está comiendo una barbarie injustificable de la que no podemos ser cómplices.
This is one of the tools I use with the people I work with. Dedicating some time to think, to properly organize the day or week(s), is essential to be able to take advantage of our most valuable and scarcest resource, which is, precisely, our time.
Doing it with a method always helps.
Doing it with a method always helps.
𝗨𝗿𝗴𝗲𝗻𝘁 𝗶𝘀 𝗻𝗼𝘁 𝘁𝗵𝗲 𝘀𝗮𝗺𝗲 𝗮𝘀 𝗜𝗺𝗽𝗼𝗿𝘁𝗮𝗻𝘁!
Urgent tasks require immediate attention, while important tasks have an outcome that leads to achieving goals.
🧵
Urgent tasks require immediate attention, while important tasks have an outcome that leads to achieving goals.
🧵
June 8, 2025 at 8:26 AM
This is one of the tools I use with the people I work with. Dedicating some time to think, to properly organize the day or week(s), is essential to be able to take advantage of our most valuable and scarcest resource, which is, precisely, our time.
Doing it with a method always helps.
Doing it with a method always helps.
A gentle reminder from the galaxy: May the 4th be with you. Always.
#MayThe4thBeWithYou #StarWarsDay #GeekCulture #SciFi #May4th
#MayThe4thBeWithYou #StarWarsDay #GeekCulture #SciFi #May4th
May 4, 2025 at 8:25 AM
A gentle reminder from the galaxy: May the 4th be with you. Always.
#MayThe4thBeWithYou #StarWarsDay #GeekCulture #SciFi #May4th
#MayThe4thBeWithYou #StarWarsDay #GeekCulture #SciFi #May4th
Desarrolladores, líderes técnicos y C-level somos un blanco jugoso para los hackers. Aquí está explicado un caso real, hay un enlace al repositorio con el troyano, el proceso de infección y explico como pude descifrar todo:
#blackout #malware #software #troyano #linkedin #hacking #phising
#blackout #malware #software #troyano #linkedin #hacking #phising
Me ofrecieron trabajo por LinkedIn… y me entregaron un troyano
YouTube video by Juan G Carmona
youtu.be
April 30, 2025 at 5:13 PM
Estaba escribiendo esto cuando se fue la luz. 15 horas ha tardado en volver. Aquí os dejo muchos detalles sobre esta historia y un repositorio con todo lo interesante.
Mañana más en mi canal de YouTube.
#ciberseguridad #apagon #backdoor #malware #desarrollo #blackout #redelectrica
Mañana más en mi canal de YouTube.
#ciberseguridad #apagon #backdoor #malware #desarrollo #blackout #redelectrica
Cazando al Cazador – Episodio 1 | Backdoor en Next.js y ataque a desarrolladores - Juan G. Carmona
Una campaña sofisticada disfrazada de oferta laboral compromete a desarrolladores vía repositorios maliciosos. ¿Ficción?
jgcarmona.com
April 29, 2025 at 1:15 PM
Estaba escribiendo esto cuando se fue la luz. 15 horas ha tardado en volver. Aquí os dejo muchos detalles sobre esta historia y un repositorio con todo lo interesante.
Mañana más en mi canal de YouTube.
#ciberseguridad #apagon #backdoor #malware #desarrollo #blackout #redelectrica
Mañana más en mi canal de YouTube.
#ciberseguridad #apagon #backdoor #malware #desarrollo #blackout #redelectrica