Practice Guides Best Worst

22 resources · page 1 of 1

• 12-Factor Agents (humanlayer)

  Creator not supplied; see original source.

  12-Factor Agents GitHub repo (HumanLayer): principles for building reliable LLM-powered software.

  Not applicable (entity) · unknown · unknown resource · en

• a16z AI

  Creator not supplied; see original source.

  Andreessen Horowitz AI page collecting the firm's essays, market maps and podcasts on AI infrastructure and applications.

  Not applicable (entity) · unknown · unknown resource · en

• Ahead of AI

  Creator not supplied; see original source.

  Sebastian Raschka's Ahead of AI newsletter on LLM research, architectures and training.

  Not applicable (entity) · unknown · unknown resource · en

• Answer.AI

  Creator not supplied; see original source.

  Answer.AI: R&D lab building practical AI products and open-source tools from research.

  Not applicable (entity) · unknown · unknown resource · en

• 宝玉 baoyu.io

  Creator not supplied; see original source.

  Baoyu's Chinese blog on LLMs, prompt engineering and software engineering.

  Not applicable (entity) · unknown · unknown resource · en

• Chip Huyen blog

  Creator not supplied; see original source.

  Chip Huyen's blog: posts on AI engineering, agents and ML system design.

  Not applicable (entity) · unknown · unknown resource · en

• Сиолошная (Telegram web preview)

  Creator not supplied; see original source.

  Web view of the Сиолошная Telegram channel by Igor Kotenkov: Russian-language news and analysis on NLP and AI.

  Not applicable (entity) · unknown · unknown resource · ru

• Every: Chain of Thought

  Creator not supplied; see original source.

  Every's Chain of Thought column on AI tools and their use.

  Not applicable (entity) · unknown · unknown resource · en

• Lenny's Newsletter (AI product)

  Creator not supplied; see original source.

  Lenny's Newsletter: product, growth and career writing for product managers and founders, including AI product topics.

  Not applicable (entity) · unknown · unknown resource · en

• levelsio blog

  Creator not supplied; see original source.

  Pieter Levels' blog on bootstrapping solo internet businesses, including AI products.

  Not applicable (entity) · unknown · unknown resource · en

• Mitchell Hashimoto writing

  Creator not supplied; see original source.

  Mitchell Hashimoto's writing index, including posts on AI-assisted programming practice.

  Not applicable (entity) · unknown · unknown resource · en

• Peter Steinberger blog

  Creator not supplied; see original source.

  Peter Steinberger's blog on building AI-powered developer tools, creator of OpenClaw.

  Not applicable (entity) · unknown · unknown resource · en

• Sebastian Raschka

  Creator not supplied; see original source.

  Sebastian Raschka's blog archive: posts on LLMs, AI research and PyTorch.

  Not applicable (entity) · unknown · unknown resource · en

• AI in 2025: Building Blocks Firmly in Place (Sequoia Capital)

  Creator not supplied; see original source.

  Sequoia Capital essay on the state of AI in 2025, covering foundation models, applications and market structure.

  Not applicable (entity) · unknown · unknown resource · en

• AIAAIC Repository

  Creator not supplied; see original source.

  AIAAIC Repository: independent register of AI incidents and controversies with case entries.

  Beginner · unknown · unknown resource · en

• CS自学指南 csdiy.wiki

  Creator not supplied; see original source.

  CS自学指南 (csdiy.wiki): Chinese self-study map of computer science courses, including ML systems and LLM courses.

  Beginner–Expert · unknown · unknown resource · zh|en

• Illustrated Transformer (Alammar)

  Creator not supplied; see original source.

  Jay Alammar's Illustrated Transformer: visual explanation of attention and the transformer architecture.

  Beginner · unknown · unknown resource · en

• LLM Visualization (bbycroft)

  Creator not supplied; see original source.

  LLM Visualization by Brendan Bycroft: interactive 3D walkthrough of GPT-style inference step by step.

  Beginner · unknown · unknown resource · en

• Transformer Explainer (Georgia Tech)

  Creator not supplied; see original source.

  Georgia Tech Transformer Explainer: interactive in-browser visualisation of how a GPT-2 transformer works.

  Beginner · unknown · unknown resource · en

• Habr ML hub

  Creator not supplied; see original source.

  Habr machine learning hub: Russian-language articles on ML from practitioners and companies.

  Intermediate · unknown · unknown resource · ru

• Why Do Multi-Agent LLM Systems Fail?

  Creator not supplied; see original source.

  arXiv paper (2025) analysing why multi-agent LLM systems fail, with a taxonomy of 14 failure modes.

  Intermediate–Advanced · unknown · unknown resource · en

• Convex Optimization

  Creator not supplied; see original source.

  Boyd and Vandenberghe's Convex Optimization book site with free PDF, slides and exercises.

  Advanced · unknown · unknown resource · en

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