Agents & AI engineering for beginner learners
189 resources · page 5 of 6
Data Catalog Vocabulary (DCAT) Version 3
by W3C
W3C DCAT version 3: RDF vocabulary for describing data catalogues.
AI Incident Database
by Responsible AI Collaborative
AI Incident Database: indexed reports of harms and failures from deployed AI systems.
xai-org/grok-build
by SpaceXSI Org
xai-org grok-build GitHub repo: coding agent harness and terminal UI written in Rust.
Zapier MCP
by Zapier
Zapier MCP: service that connects AI clients such as Claude, ChatGPT and Cursor to actions in thousands of apps.
ZCode
by Z.ai
Z.ai ZCode GitHub repo: Z.ai's coding agent harness with a plugin marketplace.
A practical guide to building agents (PDF)
by OpenAI
OpenAI's A Practical Guide to Building Agents (PDF): models, tools, instructions, orchestration patterns and guardrails.
Welcome to LLMflation (a16z)
a16z post on LLMflation: the cost of LLM inference at a fixed capability level falling about tenfold per year.
aider docs: Tips
by Aider
Aider tips for AI pair programming, such as adding only needed files and planning with /ask before editing.
Tongyi Lingma documentation (Alibaba Cloud)
Alibaba Cloud documentation for Qoder CN, formerly Tongyi Lingma: AI coding agents for IDEs, CLI and desktop (in Chinese).
Amp manual
by Amp
Amp manual: documentation for installing and using the Amp coding agent, threads and cloud runs.
Anthropic courses
by Anthropic
Anthropic courses GitHub repo: notebooks on the Claude API, prompt engineering, evaluations and tool use.
Baidu Qianfan docs
Baidu Qianfan documentation: model service and agent development platform with API and SDK reference (in Chinese).
Bolt.new Blog: Prompting
Bolt.new blog posts tagged Prompting, with guidance on prompting the StackBlitz Bolt app builder.
Canva Learn
by Canva
Canva Learn: articles and tutorials on design tasks with Canva, including its AI tools.
Cline docs: Rules
by Cline
Cline documentation on .clinerules files for giving the coding agent project-specific instructions.
Coze (扣子)
Coze China documentation guides for ByteDance's agent-building and AI office platform (in Chinese).
CrewAI: Crafting Effective Agents
by CrewAI
CrewAI guide to designing agents with roles, goals and backstories that collaborate on tasks.
Best practices for coding with agents (Cursor)
Cursor guide to working with coding agents: planning first, managing context, verifiable goals and reviewing diffs.
Datawhale easy-vibe
by Datawhale
Datawhale easy-vibe GitHub repo: introductory Chinese course on vibe coding for building products with AI coding tools.
Datawhale hello-agents 《从零开始构建智能体》
by Datawhale
Datawhale Hello-Agents GitHub repo: Chinese tutorial on agent principles and practice, from ReAct to MCP, memory and agentic RL.
Datawhale LLM Cookbook 中文
by Datawhale
Datawhale LLM Cookbook GitHub repo: Chinese adaptation of Andrew Ng's LLM short courses with notebooks on prompting, RAG and fine-tuning.
Descript Help Center (hc/en-us)
by Descript
Descript Help Center: documentation for transcript-based editing, AI voices and AI-assisted media production.
Instructing Devin Effectively
by Cognition
Devin documentation on instructing Devin: clear prompts, context and success criteria for an autonomous coding agent.
Prompt, review, repeat: A guide to AI for trainees and junior solicitors (DWF)
by DWF
DWF guide for trainee and junior solicitors on using AI safely and effectively in legal work.
Gamma Help Center (English)
by Gamma
Gamma Help Center with instructions for generating and editing presentations and visual documents.
Best practices for using GitHub Copilot
by GitHub
GitHub documentation on best practices for using Copilot, including tasks it suits and where to verify its output.
GitHub Docs: Copilot prompt engineering
by GitHub
GitHub documentation source on prompt engineering for GitHub Copilot.
Hetzner Cloud docs
by Hetzner
Hetzner Cloud documentation: EU cloud servers, console and API.
HF Agents Course
by Hugging Face
Hugging Face Agents Course: free course on AI agents with units on smolagents, LangGraph and LlamaIndex.
HF MCP Course
by Hugging Face
Hugging Face MCP Course: free course on building Model Context Protocol servers and clients.
Higgsfield Academy
by Higgsfield
Higgsfield Academy toolkit: tutorials for using Higgsfield's AI image and video generation tools.
IBM Granite introductory cookbook
IBM Granite snack cookbook GitHub repo: short recipes covering core Granite model capabilities.