Agents and harnesses for beginner learners
240 resources · page 6 of 8
Trae (ByteDance IDE)
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TRAE: ByteDance's AI-powered IDE with coding agents and chat-based code generation.
UI-TARS
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ByteDance UI-TARS GitHub repo: native GUI agent model for automated interaction with interfaces.
UK Guidelines for AI procurement
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UK government guidelines for public sector procurement of AI systems.
Handling Hallucinations: A Reflection on the Last Three Years (UNC Law Library)
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UNC Law Library reflection (June 2026) on three years of handling AI hallucinations in legal research.
Undermind
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Undermind: AI literature-search tool that reads full papers and figures to find and cite relevant research.
Unsloth notebooks
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Unsloth notebooks GitHub repo: Colab notebooks for fine-tuning and RL of text, vision and audio models.
Unsloth
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Unsloth GitHub repo: memory-efficient fine-tuning and local running of LLMs.
Upstage Cookbook
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Upstage Cookbook GitHub repo: examples and guides for using Upstage APIs such as Solar and Document Parse.
@vercel (Vercel)
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X account of Vercel: updates on its platform, AI SDK and v0.
Data Catalog Vocabulary (DCAT) Version 3
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W3C DCAT version 3: RDF vocabulary for describing data catalogues.
AI Incident Database
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AI Incident Database: indexed reports of harms and failures from deployed AI systems.
xai-org/grok-build
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xai-org grok-build GitHub repo: coding agent harness and terminal UI written in Rust.
Zapier MCP
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Zapier MCP: service that connects AI clients such as Claude, ChatGPT and Cursor to actions in thousands of apps.
ZCode
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Z.ai ZCode GitHub repo: Z.ai's coding agent harness with a plugin marketplace.
A practical guide to building agents (PDF)
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OpenAI's A Practical Guide to Building Agents (PDF): models, tools, instructions, orchestration patterns and guardrails.
Welcome to LLMflation (a16z)
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a16z post on LLMflation: the cost of LLM inference at a fixed capability level falling about tenfold per year.
Microsoft Learn: Create an automated workflow using invoice processing
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Microsoft Learn module on building an AI Builder invoice-processing flow that writes extracted data to Excel.
aider docs: Tips
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Aider tips for AI pair programming, such as adding only needed files and planning with /ask before editing.
Tongyi Lingma documentation (Alibaba Cloud)
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Alibaba Cloud documentation for Qoder CN, formerly Tongyi Lingma: AI coding agents for IDEs, CLI and desktop (in Chinese).
Amp manual
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Amp manual: documentation for installing and using the Amp coding agent, threads and cloud runs.
Anthropic courses
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Anthropic courses GitHub repo: notebooks on the Claude API, prompt engineering, evaluations and tool use.
Baidu Qianfan docs
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Baidu Qianfan documentation: model service and agent development platform with API and SDK reference (in Chinese).
Bolt.new Blog: Prompting
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Bolt.new blog posts tagged Prompting, with guidance on prompting the StackBlitz Bolt app builder.
How AI use in scholarly publishing threatens research integrity (Bulletin of the Atomic Scientists)
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Bulletin of the Atomic Scientists article on how AI use in scholarly publishing affects research integrity and trust.
Canva Learn
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Canva Learn: articles and tutorials on design tasks with Canva, including its AI tools.
Cline docs: Rules
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Cline documentation on .clinerules files for giving the coding agent project-specific instructions.
Consensus blog
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Consensus blog with product updates and posts on AI-assisted search of scientific research.
Coze (扣子)
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Coze China documentation guides for ByteDance's agent-building and AI office platform (in Chinese).
CrewAI: Crafting Effective Agents
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CrewAI guide to designing agents with roles, goals and backstories that collaborate on tasks.
Best practices for coding with agents (Cursor)
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Cursor guide to working with coding agents: planning first, managing context, verifiable goals and reviewing diffs.
Datawhale easy-vibe
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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》
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Datawhale Hello-Agents GitHub repo: Chinese tutorial on agent principles and practice, from ReAct to MCP, memory and agentic RL.