Digest #42: October 2025

October is all about discovery. From the power of large language models to the tools driving enterprise AI, explore how the Mad Devs team is decoding the next era of intelligent systems.

Under the hood of machine learning

AI has grown from a buzzword to a business backbone. Dive into how transfer learning, generative tools, and smarter risk analysis are reshaping real-world applications.

Transfer Learning from Large Language Models (LLMs).

Transfer Learning from Large Language Models (LLMs)

Discover how transfer learning helps developers leverage existing LLMs to solve specialized tasks faster and with less data.

  • Created: Oct 04, 2023
  • 13 min read
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The Future of Generative AI for Enterprises: Needs, Challenges & Leading Startups.

The Future of Generative AI for Enterprises: Needs, Challenges & Leading Startups

Explore how enterprises can integrate generative AI responsibly to boost productivity, creativity, and data-driven decision-making.

  • Created: Aug 24, 2023
  • 16 min read
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The Future of AI Due Diligence: Opportunities, Challenges, and What Lies Ahead.

The Future of AI Due Diligence: Opportunities, Challenges, and What Lies Ahead

Learn how AI-driven due diligence is changing risk assessment, improving accuracy, and saving time for investors and analysts alike.

  • Created: Sep 26, 2024
  • 13 min read
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Latest entry in the Tech Journal

Some of the ideas are born where curiosity meets code. This month's Tech Journal article proves it with the tool we use every day and the way to push it further.

Free LLM in Your Terminal: Ask AI Directly in Bash.

Innovation doesn't always happen on massive platforms. Sometimes, it starts right in your terminal. Discover how to run open-source language models locally and turn your terminal into a lightweight, private AI workspace.


Glossary additions for October

New technologies come with new vocabulary. Here are this month's must-know terms that help make sense of the systems, security, and intelligence shaping today's tech.

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📖 Virtualization
Learn how virtualization allows multiple systems to run on a single physical machine, optimizing resources and flexibility.

📖 Distributed system
Understand how distributed systems enable scalability, fault tolerance, and efficient communication across connected nodes.

📖 Endpoint security
Explore how endpoint security protects networks by monitoring and securing all connected devices.

📖 Conversational AI
See how conversational AI enables natural, human-like interactions between users and machines.

📖 Chatbot
Explore how chatbots work, starting with simple rule-based designs and moving toward sophisticated AI-driven assistants that improve communication.


We're building the future and hiring

Looking for your career's next move? We're on the hunt for curious minds, problem-solvers, and builders who love turning big ideas into reality.

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GROWTH DEPARTMENT

🚀 Growth Lead

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IT DEPARTMENT

🚀 Senior Frontend Developer (React.js)

🚀 Senior Python Developer

🚀 Middle+ Backend Developer (Go)

🚀 Middle DevOps Engineer

🚀 Junior+ ML Engineer

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MARKETING DEPARTMENT

🚀 Web and Graphic Designer