AI Tutorials
Practical AI development tutorials
Articles
The Python Ecosystem That Changed AI Development⭐10
Discover how Hugging Face evolved from a simple library into the central Python ecosystem transforming AI development, sharing models, and shaping modern machin...
How to Organize All of Your Coding Agent Tasks⭐9
Organize all your coding agent tasks efficiently. Learn workflows, tracking methods, and monitoring tips to overcome task management bottlenecks and boost produ...
How to Build a Context Layer and a Company Brain⭐9
Learn how to build a production-grade context layer and company brain using LLMs, beyond simple vector databases, handling multi-source, multi-tenant data
A Simplified View of the Jacobian Conjecture⭐10
A new disproof of the Jacobian conjecture offers a counterexample described in plain mathematical terms accessible to STEM undergraduates.
How to Decode the Temperature Parameter in LLMs⭐9
Temperature controls LLM output creativity: low temp picks likely tokens, high temp allows more randomness and diverse responses.
Product Experimentation with Instrumental Variables:⭐9
Learn how to overcome confounded routing decisions in LLM gateways using instrumental variables for unbiased causal inference in Python product experiments.
Prompt Engineering Is Solved—Prompt Management Isn't⭐9
Prompt engineering is easy, but prompt management is hard. Learn how promptctl prevents broken prompt signatures from crashing production.
How to Make Your Antigravity Agent Skills Configurable (Without⭐9
Learn to make Antigravity Agent skills configurable without forking. Use flexible options, hooks, and settings to customize AI behaviors.
How to Build AI Applications That Switch Models Automatically⭐10
Build a resilient AI app in Python with dynamic model routing and fallbacks to avoid outages, cut costs, and optimize performance across tasks.
Los Movimientos, Part II: Solving Large Pickup-and-Delivery⭐8
Solving large pickup-and-delivery problems with Adaptive Large Neighborhood Search, building on oil & gas logistics case study.