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Machine Learning Pills

David Andrés, Nino Risteski

Weekly pill-sized articles on key AI, Machine Learning and Data Science concepts.

Platform
Substack
PricingFreemiumPublishesWeekly
Issues162SubscribersRead mlpills.substack.com

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Latest Issues

Recent posts by this newsletter. Browse the email archive.

Extra #4 - Beyond “Vibe Coding”: Evolution of AI Development

As artificial intelligence becomes the industry standard for programming, a clear dividing line has emerged. On one side are developers who rely on unstructured improvisation—an approach colloquially known as “vibe coding.” On the other are...

6 days ago
4
0
Paid

Issue #123 - The 12-Step Blueprint for Building an AI Agent. Part II

Having the right components is only half the battle; the real magic happens in the orchestration. While Part I focused on building the foundational pieces: scoping, prompting, choosing the LLM, equipping tools, securing access, and setting ...

9 days ago
10
0
Paid

Extra #3 - The Prompt Injection Defense Playbook

Security is usually an afterthought in software development until a critical vulnerability breaks your trust, your system, or your budget. In the world of Large Language Models (LLMs) and autonomous AI agents, that vulnerability is often Pr...

13 days ago
6
0
Paid

Issue #122 - The 12-Step Blueprint for Building an AI Agent. Part I

Building an AI agent requires shifting your mindset from prompt engineering to systems engineering. An agent is not just a language model; it is an orchestrated system where a language model acts as the reasoning engine to drive actions, ut...

16 days ago
9
0
Paid

Authors

The writers behind this newsletter.

  • David Andrés

    \ud83d\udcbc Senior AI Engineer / Data Scientist • \ud83d\udc0d Python enthusiast

  • Nino Risteski

    Founding ML Engineer. I have a worklog where i share my progress on work, research, ideas, building startup and family.

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