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5 Prompt Optimization Strategies That Actually Improve LLM Output

5 Prompt Optimization Strategies That Actually Improve LLM Output

Prompt optimization and prompt engineering get used interchangeably online, and that’s causing more confusion than it should. Prompt engineering designs…
What’s Actually Inside 24,723 Tokens of a Search Result? We Broke It Down, Field by Field

What’s Actually Inside 24,723 Tokens of a Search Result? We Broke It Down, Field by Field

Sponsored Content       It’s no secret that AI agents burn massive amounts of tokens on search results and…
5 Free Zoomcamps From Data Pipelines to AI Agents

5 Free Zoomcamps From Data Pipelines to AI Agents

One of my favorite things about DataTalks.Club Zoomcamps is that they are completely free and community-driven. Different Zoomcamp cohorts run…
Estimators in Scikit-LLM: A KDnuggets Cheat Sheet

Estimators in Scikit-LLM: A KDnuggets Cheat Sheet

There are two ways you can go about integrating LLMs into your traditional machine learning workflows. One is using scikit-learn,…
How to Build Effective Evals for AI Agents

How to Build Effective Evals for AI Agents

Introduction A common problem with AI agents is that their performance can seem worse after a change, without anyone knowing…
Laser gems

Laser gems

Some lasers are made from lab-grown gems, like specially-formulated ruby, garnet, or sapphire. When used in lasers, they’re cut like…
Orchestration and Execution: How JONI Approaches the Agent Layer

Orchestration and Execution: How JONI Approaches the Agent Layer

Sponsored Content       The distance between a model that produces correct output and a system that completes a…
7 Python Best Practices Senior Developers Follow (That Beginners Often Miss)

7 Python Best Practices Senior Developers Follow (That Beginners Often Miss)

Here’s a function most reviewers would wave through. It fetches some orders, calls an API, logs a line, returns a…
From Spaghetti Code to Clean Python: A Beginner’s Guide

From Spaghetti Code to Clean Python: A Beginner’s Guide

Introduction Spaghetti code is hard to work with because its logic is tangled. A function in Python can handle several…
5 Python Techniques for Efficient Resource Orchestration

5 Python Techniques for Efficient Resource Orchestration

Making Python code run concurrently is a solved problem. asyncio.gather, a thread pool, a handful of await calls — any…
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