AI Tutorials
Practical AI development tutorials
Articles
Learn Python Interactively⭐7
Learn Python by building 3 real terminal apps: bill splitter, word scramble game, and karaoke queue manager. Perfect hands-on course for beginners.
How to Maximize GPT-6 Astra⭐8
Hands-on GPT-6 Astra tips: maximize coding, research, and automation, plus first impressions, drawbacks, and workflow integration strategies.
Introducing ShipAI: A New Video Showcase for Real-World AI Projects⭐8
ShipAI launches on TDS: video walkthroughs of real AI projects, featuring searchable transcripts, stack notes, and AI summaries—plus 30+ launch videos.
Context Windows Don’t Know What’s Still True — I Built a⭐9
A validity layer distinguishes agents that waste effort acting on stale context from those succeeding despite it. New benchmarks reveal size, not graph shape, d...
The Gamepad API Lies to You: A Practical Guide to Reading⭐8
Discover why the Gamepad API can mislead developers and learn practical JavaScript techniques for accurate controller input reading.
Why Most Multi-Agent Systems Fail Even When Evaluation Passes⭐10
Why Multi-Agent Systems Fail in Production Despite Passing Tests—and how watchdog patterns can catch silent, cascading errors standard evaluation misses.
Text Watermarking in Python: Catch Whoever Copies Your Writing⭐9
Learn to watermark text in Python with three proven techniques—and see real tests on which survive copying, editing, and paraphrasing.
Why Transformers Need Positional Encoding for Time Series: A⭐10
Transformers lack inherent order awareness, making positional encoding essential for time series. This visual guide explains how it preserves temporal meaning.
Dynamical System Transfer Learning with Reduced Order Models⭐9
Reduced order models accelerate transfer learning in RL for dynamical systems, cutting training costs while preserving key physics for faster policy adaptation.
The AI Revolution in Patching: A Developer's Guide to Exposure⭐9
Learn how AI transforms vulnerability patching and exposure management. Discover why severity scores alone shouldn't dictate your patch order.