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The Complete AI Developer's Guide: Resources and Best Practices

TL;DR Prompt engineering, token efficiency, and structured outputs are the core skills for working effectively with any AI model System design patterns - streaming, caching, structured outputs, graceful fallbacks - matter as much as prompting fluency Testing and validation in AI systems requires clear evaluation criteria and production monitoring, not just pre-launch checks Official documentation from model providers (Anthropic, OpenAI, Google) is the most reliable source of best practices The curated resources table covers everything from GitHub Copilot to local model deployment with Ollama The AI landscape is evolving rapidly, and knowing where to find reliable guidance on best practices has become essential for developers, researchers, and organizations. This post curates the most valuable resources and practices that will help you work more effectively with modern AI systems. ...

April 18, 2026 · 5 min · James M

Blockchain & Crypto Resources

Curated YouTube Channels Explore these trusted YouTube channels covering blockchain, cryptocurrencies, Web3, and market analysis. Educational & Technical Andreas Antonopoulos - One of the most trusted and engaging educators in the Bitcoin industry, explaining blockchain fundamentals with clarity and depth Coin Bureau - Comprehensive informational portal to the cryptocurrency ecosystem with detailed project analysis MMCrypto - In-depth coverage of cryptocurrency and blockchain topics for learners at all levels Market & Trading Altcoin Daily - Bitcoin, Ethereum, Cardano, NFTs, altcoins, metaverse, mining, trading, and investing insights ...

December 1, 2023 · 1 min · James M

General Links

Technology Linus Tech Tips - Consumer technology & video production TED - Talks on Technology, Entertainment & Design Podcasts Joe Rogan - The Joe Rogan Experience podcast is a long form conversation hosted by comedian Joe Rogan with friends and guests that have included comedians, actors, musicians, MMA fighters, authors, artists, and beyond Lex Fridman - Conversations about science, technology, history, philosophy and the nature of intelligence, consciousness, love, and power PBD Podcast - The PBD Podcast is hosted by Patrick Bet-David where he discusses a wide range of topics from business to current events, politics and sports Personal Blogs Nicely formatted blogs ...

May 10, 2023 · 1 min · James M