--- id: "/tags/practice-guides-best-worst/" title: "Practice Guides Best Worst" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/tags/practice-guides-best-worst/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Practice Guides Best Worst [Beginner](/levels/beginner/index.md) [Intermediate](/levels/intermediate/index.md) [Advanced](/levels/advanced/index.md) [Expert](/levels/expert/index.md) 22 resources · page 1 of 1 - ### [12-Factor Agents (humanlayer)](/foundations/courses-and-learning-paths/12-factor-agents-humanlayer/index.md) 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](/foundations/courses-and-learning-paths/a16z-ai/index.md) 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](/foundations/courses-and-learning-paths/ahead-of-ai/index.md) 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](/foundations/courses-and-learning-paths/answer-ai/index.md) 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](/foundations/courses-and-learning-paths/baoyu-io/index.md) 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](/foundations/courses-and-learning-paths/chip-huyen-blog/index.md) 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)](/foundations/courses-and-learning-paths/entry/index.md) 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](/foundations/courses-and-learning-paths/every-chain-of-thought/index.md) 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)](/foundations/courses-and-learning-paths/lenny-s-newsletter-ai-product/index.md) 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](/foundations/courses-and-learning-paths/levelsio-blog-indie-business/index.md) 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](/foundations/courses-and-learning-paths/mitchell-hashimoto-writing/index.md) 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](/foundations/courses-and-learning-paths/peter-steinberger-blog/index.md) 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](/foundations/courses-and-learning-paths/sebastian-raschka/index.md) 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)](/foundations/courses-and-learning-paths/sequoia-ai-essays/index.md) 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](/foundations/courses-and-learning-paths/aiaaic-repository/index.md) 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](/foundations/courses-and-learning-paths/cs-csdiy-wiki/index.md) 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)](/foundations/courses-and-learning-paths/illustrated-transformer-alammar/index.md) 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)](/foundations/courses-and-learning-paths/llm-visualization-bbycroft/index.md) 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)](/foundations/courses-and-learning-paths/transformer-explainer-georgia-tech/index.md) 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](/foundations/courses-and-learning-paths/habr-ml-hub/index.md) 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?](/foundations/courses-and-learning-paths/why-do-multi-agent-llm-systems-fail/index.md) 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](/foundations/courses-and-learning-paths/convex-optimization/index.md) 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 [Plain-text Markdown copy](/tags/practice-guides-best-worst/index.md)