Author

Fabio Matricardi

@fabio.matricardi

articles: 31
total claps: 5,210
top claps: 695
avg read: 11.1 min
paywalled: 26
active: 2024-08-14 → 2026-07-15

Wiki topics

OPS · LLMOps & Inference · 23 AGT · AI Agents · 16 LLM · Large Language Models · 16 AI · AI · General · 7 🥊 · Combat Sports · 6 💻 · Programming · 3 🏃 · Running & Endurance · 3 👨‍👩‍👧 · Family & Parenting · 1

Top tags

#your-ai-your-rules ·24 #thepoorgpuguy ·23 #local-gpt ·23 #open-code ·12 #ai-agents-in-action ·9 #bifrost ·3 #artificial-intelligence ·3 #harness-engineering ·3 #gemma-2-2b ·3 #python4ai ·3

AI SPT

FA Fabio Matricardi · Artificial Intelligence in Plain English

This AI breaks all records

Gemma2–2B is the raising star, outsmarting 175 Billion competitor. Here is how you can run it Locally on your PC

Aug 14, 2024 · 13 min read · 695 claps paywalled #artificial-intelligence #python #local-gpt

AI SPT

FA Fabio Matricardi · Artificial INTEL-ligence Playground

Llama.cpp has now a website. And running a local AI will never be so easy!

A new app and a new website to bring generative AI to every computer in the world

Jun 02, 2026 · 12 min read · 677 claps paywalled #llamaapp #local-gpt #your-ai-your-rules

Llama.cpp has now a website. And running a local AI will never be so easy!

SPT AI

FA Fabio Matricardi · Artificial INTEL-ligence Playground

Google’s new T5Gemma is smart and designed for you — part 2

Run a powerful AI on your Laptop — no tech degree required

Dec 02, 2025 · 11 min read · 611 claps paywalled #local-gpt #your-ai-your-rules #t5

Google’s new T5Gemma is smart and designed for you — part 2

SPT LIF AI

FA Fabio Matricardi · Generative AI

The secret Google LLM nobody is talking about.

T5Gemma series of encoder-decoder models: the smart upgrade of the T5 family

Nov 18, 2025 · 14 min read · 388 claps paywalled #local-gpt #your-ai-your-rules #thepoorgpuguy

The secret Google LLM nobody is talking about.

FA Fabio Matricardi · Artificial INTEL-ligence Playground

Are you too a Poor-GPU-guy? Here’s how to run 400B parameter Models for free

A complete guide to NVIDIA NIM’s free tier: get hundreds of API calls, access frontier models like Llama 3.3 and DeepSeek, and build a CLI…

Mar 31, 2026 · 16 min read · 376 claps paywalled #thepoorgpuguy #python4ai #free-api

Are you too a Poor-GPU-guy? Here’s how to run 400B parameter Models for free

SPT AI

FA Fabio Matricardi · Generative AI

OpenVINO 2024.4 meets Streamlit

How to run your own local chatbot with Gemma2B-it, powered by openvino, optimum-intel and streamlit

Oct 07, 2024 · 17 min read · 244 claps paywalled #openvino #local-gpt #hugging-face

FA Fabio Matricardi · Artificial INTEL-ligence Playground

The OpenCode revolution: more than just another chatbot

AI Agency under your control and data that never leaves your PC. You don’t need anymore Codex or Claude Code. Part 1 of the series.

Jun 09, 2026 · 10 min read · 243 claps paywalled #open-code #local-gpt #your-ai-your-rules

The OpenCode revolution: more than just another chatbot

FA Fabio Matricardi · Artificial INTEL-ligence Playground

The right way to use Opencode is to build your own app

A showcase and guide to build 3 projects with Opencode and why you should start doing it right now.

Jul 03, 2026 · 12 min read · 241 claps paywalled #open-code #ai-agents-in-action #local-gpt

The right way to use Opencode is to build your own app

SPT AI

FA Fabio Matricardi · Stackademic

OpenVino can be your AI partner creator

The 2024 Hardware gateway we all were waiting for. OpenVINO and Gemma2–2B technology — part 2

Sep 27, 2024 · 11 min read · 201 claps paywalled #llmware #intel-software-innovators #openvino

AI LIF TCH

FA Fabio Matricardi · Artificial INTEL-ligence Playground

I Built an AI Second Brain to cure my information overload. And here is how.

How an oil and gas engineer used the free Opencode coding agent to automate note-taking, kill the folder chaos, and reclaim writing time.

May 27, 2026 · 16 min read · 200 claps paywalled #open-code #your-ai-your-rules #metaseconbrain

I Built an AI Second Brain to cure my information overload. And here is how.

AI TCH

FA Fabio Matricardi · Artificial INTEL-ligence Playground

Why I write to learn: my secret to figuring out AI

Why documenting your hands-on journey is the ultimate shortcut to mastering generative AI and programming.

Jun 14, 2026 · 6 min read · 181 claps #thepoorgpuguy #your-ai-your-rules #publications-on-medium

Why I write to learn: my secret to figuring out AI

FA Fabio Matricardi · Artificial INTEL-ligence Playground

How I discovered a hidden 4GB AI in Chrome, and turned it into my personal “Dobby”

You can bypass the corporate sandbox: I did it and unlocked Chrome’s hidden Prompt API to run 30+ tokens/second local AI on my PC

Jun 18, 2026 · 8 min read · 177 claps paywalled #your-ai-your-rules #local-gpt #gemini-nano

How I discovered a hidden 4GB AI in Chrome, and turned it into my personal “Dobby”

FA Fabio Matricardi · Artificial INTEL-ligence Playground

Beginner to expert: your first 60 seconds with OpenCode

Installation and first setup in a blink: how to start using opencode for your own projects. Part 2 of the series.

Jun 12, 2026 · 11 min read · 142 claps paywalled #open-code #ai-agents-in-action #local-gpt

Beginner to expert: your first 60 seconds with OpenCode

AI TCH

FA Fabio Matricardi · Artificial INTEL-ligence Playground

Beyond ChatGPT: 4 Hidden-Gem Open Source AI Projects You Can Use Today

Move past basic chat boxes and take control with vectorless RAG, local knowledge graphs, and zero-cost developer playgrounds.

Jul 13, 2026 · 11 min read · 103 claps paywalled #your-ai-your-rules #local-gpt #open-source

Beyond ChatGPT: 4 Hidden-Gem Open Source AI Projects You Can Use Today

AI SPT

FA Fabio Matricardi · Artificial INTEL-ligence Playground

The toolkit: Settings, Commands and Skills in OpenCode

Your local AI agency need workflows and a trigger: repetitive tasks are the skills, and the commands are your shortcuts. Part 4 of the…

Jun 30, 2026 · 10 min read · 103 claps paywalled #open-code #local-gpt #your-ai-your-rules

The toolkit: Settings, Commands and Skills in OpenCode

FA Fabio Matricardi · Artificial INTEL-ligence Playground

The AI Agent Harness is the new battleground: and here’s how to pick the right one

Why the model you choose matters less than the layer that runs the loop between reasoning and execution.

Jun 27, 2026 · 10 min read · 101 claps paywalled #ai-agents-in-action #harness-engineering #your-ai-your-rules

The AI Agent Harness is the new battleground: and here’s how to pick the right one

AI TCH

FA Fabio Matricardi · Artificial INTEL-ligence Playground

Jetbrains’ Mellum2 is the best low resources local coding agent LLM.

Model speed for local AI: what does really matter? Testing different models and understanding how to pick the best one for your tasks.

Jun 15, 2026 · 13 min read · 93 claps paywalled #mellum2 #your-ai-your-rules #open-code

Jetbrains’ Mellum2 is the best low resources local coding agent LLM.

AI SPT

FA Fabio Matricardi · Artificial INTEL-ligence Playground

AI agents are the new context-aware AI automations: and you can have it for free

A blueprint for beating the “Memory Tax” and running private, agentic automation factories straight from your desk.

May 24, 2026 · 8 min read · 87 claps paywalled #your-ai-your-rules #ai-agent #thepoorgpuguy

AI agents are the new context-aware AI automations: and you can have it for free

AI TCH

FA Fabio Matricardi · Artificial INTEL-ligence Playground

You don’t need an AI agent for every single thing!

Your AI your Rules: Open Web UI and llama.cpp are all you need to work with your documents in full privacy and efficiency

May 29, 2026 · 15 min read · 75 claps paywalled #your-ai-your-rules #open-webui #searxng

You don’t need an AI agent for every single thing!

AI SPT

FA Fabio Matricardi · Artificial INTEL-ligence Playground

Your private AI Agency: the local powerhouse

When your data cannot leave your PC Opencode is the king: you can use it with Ollama or llama.cpp running local models

Jul 06, 2026 · 9 min read · 65 claps paywalled #open-code #local-gpt #your-ai-your-rules

Your private AI Agency: the local powerhouse

FA Fabio Matricardi · Artificial INTEL-ligence Playground

The AI Governance blind spot: why your Corporate accounts are not enough (and how Bifrost Edge…

Even with paid Anthropic team tiers and company-wide Google AI Pro accounts, data leaks still happen the moment token limits hit. Here is…

Jun 19, 2026 · 14 min read · 57 claps #bifrost #bifrost-edge #artificial-intelligence

The AI Governance blind spot: why your Corporate accounts are not enough (and how Bifrost Edge…

FA Fabio Matricardi · Artificial INTEL-ligence Playground

Harness Agents can become the next AI slavery… unless you do this.

How to use your Agents to create a pipeline that feeds downstream automation and expect the same results to come out of the same inputs…

Jun 24, 2026 · 9 min read · 40 claps paywalled #ai-agents-in-action #harness-engineering #your-ai-your-rules

Harness Agents can become the next AI slavery… unless you do this.

AI HUM

FA Fabio Matricardi · Artificial INTEL-ligence Playground

Teaching your Agent: mastering context with AGENTS.md

Why this file is the blueprint of your project and how to get help from your AI to set it up. Part 3 of the series

Jun 22, 2026 · 9 min read · 39 claps paywalled #open-code #local-gpt #your-ai-your-rules

Teaching your Agent: mastering context with AGENTS.md

FA Fabio Matricardi · Artificial INTEL-ligence Playground

All you need is a MCP gateway — part 2

The moment everything with my AI agents fell apart and how I solved with Bifrost MCP gateway the infrastructure issue, not the model one.

May 06, 2026 · 12 min read · 29 claps #mcp-gateway #bifrost #agentic-ai

AI ART

FA Fabio Matricardi · Towards AI

What kind of Intelligence should AI have?

Cool visions on new architectures, LLM optimizations, fine-tuning and paradigm shifts

Mar 28, 2025 · 10 min read · 14 claps paywalled #agi #ai-paper #local-gpt