#python Development Tutorials & Tips | Roast Dev

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Essential Python Libraries for Developers in 2025 Staying Ahead in a Rapidly Evolving Ecosystem

Python’s versatility and expansive ecosystem continue to make it a top choice for developers across industries. As we approach 2025, leveraging the right libraries is critical for efficiency, scalab...

12.04.2025 0 Read More

Zeta 1 - My Own LLM

I created a new LLM called "Zeta 1" from Qwen/Qwen2.5-0.5B-Instruct, using My Original Script.It has about 405M parameters and can answer some questions.It also supports running on Ollama: ollama run ...

12.04.2025 0 Read More

A2A Protocol Simply Explained: Here are 3 key differences to MCP!

Imagine a world where your AI assistants don't just work FOR you, but work WITH each other! Google's Agent-to-Agent (A2A) protocol promises to turn solo AI performers into collaborative team players....

12.04.2025 0 Read More

Stop Sharing API Keys! Announcing AgentVault v0.1.0 - Open Source Toolkit for Secure AI Agent Comms (A2A/MCP)

Hey Developers!Anyone else feeling the API key fatigue? Every new AI model, every cool specialized agent seems to want your powerful (and expensive!) OpenAI, Anthropic, or other keys. Stashing them in...

12.04.2025 0 Read More

Next-Gen AI Multi-Modal RAG with Text and Image Integration

Through artificial intelligence, we experience a revolutionary change in our technology interactions because of image-text integration. Multi-Modal Retrieval-Augmented Generation (RAG) leads the trans...

13.04.2025 0 Read More

Python Generators: Your Secret Weapon for Big Data (Without Big Memory!)

Ever tried to open a massive file in Python, maybe a huge log file or a giant dataset, only to have your computer slow to a crawl or even crash? 😩 You probably ran out of memory!Often, we read file...

13.04.2025 0 Read More

Python API Frameworks Compared: What's Best for Your Model Serving or Backend?

In today's fast-paced software development landscape, API frameworks are indispensable when it comes to efficient model deployments and general purpose usage. Whether you're wrapping a predictive mode...

13.04.2025 0 Read More

How to import sample data into a Python notebook on watsonx.ai and other questions…

Some tips regarding using notebooks in watsonx.ai studio! Introduction Recently one of my partner saw my LinkedIn post regarding an article I amplified “Automate document analysis with highl...

13.04.2025 0 Read More

The Backdoor You Didn't Know Existed

Introduction In 2014, I was experimenting with a vulnerable virtual machine from VulnHub when I accidentally discovered a way to trigger a system shutdown just by altering a form field. What ...

13.04.2025 0 Read More

Weekly Challenge: Sub circular

Weekly Challenge 316 Each week Mohammad S. Anwar sends out The Weekly Challenge, a chance for all of us to come up with solutions to two weekly tasks. My solutions are written in Python first...

13.04.2025 0 Read More

Essential Python Libraries for Developers in 2025 Staying Ahead in a Rapidly Evolving Ecosystem

Zeta 1 - My Own LLM

A2A Protocol Simply Explained: Here are 3 key differences to MCP!

Stop Sharing API Keys! Announcing AgentVault v0.1.0 - Open Source Toolkit for Secure AI Agent Comms (A2A/MCP)

Next-Gen AI Multi-Modal RAG with Text and Image Integration

Python Generators: Your Secret Weapon for Big Data (Without Big Memory!)

Python API Frameworks Compared: What's Best for Your Model Serving or Backend?

How to import sample data into a Python notebook on watsonx.ai and other questions…

The Backdoor You Didn't Know Existed

Weekly Challenge: Sub circular

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