--- id: "/agents/beginner/page/6/" title: "Agents and harnesses for beginner learners · page 6" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/agents/beginner/page/6/" 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 --- # Agents and harnesses for beginner learners [Beginner](/agents/beginner/index.md) [Intermediate](/agents/intermediate/index.md) [Advanced](/agents/advanced/index.md) [Expert](/agents/expert/index.md) 240 resources · page 6 of 8 - ### [Trae (ByteDance IDE)](/agents/agent-design-patterns/trae-bytedance-ide/index.md) Creator not supplied; see original source. TRAE: ByteDance's AI-powered IDE with coding agents and chat-based code generation. Not applicable (entity) · unknown · unknown resource · zh - ### [UI-TARS](/agents/agent-design-patterns/ui-tars/index.md) Creator not supplied; see original source. ByteDance UI-TARS GitHub repo: native GUI agent model for automated interaction with interfaces. Not applicable (entity) · unknown · unknown resource · zh - ### [UK Guidelines for AI procurement](/agents/agent-design-patterns/uk-guidelines-for-ai-procurement/index.md) Creator not supplied; see original source. UK government guidelines for public sector procurement of AI systems. Not applicable (entity) · unknown · unknown resource · en - ### [Handling Hallucinations: A Reflection on the Last Three Years (UNC Law Library)](/agents/agent-design-patterns/unc-law-library-handling-hallucinations-three-year-reflection-jun-2026/index.md) Creator not supplied; see original source. UNC Law Library reflection (June 2026) on three years of handling AI hallucinations in legal research. Not applicable (entity) · unknown · unknown resource · en - ### [Undermind](/agents/tool-use-and-mcp/undermind/index.md) Creator not supplied; see original source. Undermind: AI literature-search tool that reads full papers and figures to find and cite relevant research. Not applicable (entity) · unknown · unknown resource · en - ### [Unsloth notebooks](/agents/agent-design-patterns/unsloth-notebooks/index.md) Creator not supplied; see original source. Unsloth notebooks GitHub repo: Colab notebooks for fine-tuning and RL of text, vision and audio models. Not applicable (entity) · unknown · unknown resource · en - ### [Unsloth](/agents/agent-design-patterns/unsloth-repo/index.md) Creator not supplied; see original source. Unsloth GitHub repo: memory-efficient fine-tuning and local running of LLMs. Not applicable (entity) · unknown · unknown resource · en - ### [Upstage Cookbook](/agents/agent-design-patterns/upstage-cookbook/index.md) Creator not supplied; see original source. Upstage Cookbook GitHub repo: examples and guides for using Upstage APIs such as Solar and Document Parse. Not applicable (entity) · unknown · unknown resource · en - ### [@vercel (Vercel)](/agents/agent-design-patterns/vercel-vercel-official-x/index.md) Creator not supplied; see original source. X account of Vercel: updates on its platform, AI SDK and v0. Not applicable (entity) · unknown · unknown resource · und - ### [Data Catalog Vocabulary (DCAT) Version 3](/agents/agent-design-patterns/w3c-dcat-3-data-catalog-vocabulary/index.md) Creator not supplied; see original source. W3C DCAT version 3: RDF vocabulary for describing data catalogues. Not applicable (entity) · unknown · unknown resource · en - ### [AI Incident Database](/agents/agent-design-patterns/worst-practices-postmortems/index.md) Creator not supplied; see original source. AI Incident Database: indexed reports of harms and failures from deployed AI systems. Not applicable (entity) · unknown · unknown resource · en - ### [xai-org/grok-build](/agents/agent-design-patterns/xai-org-grok-build/index.md) Creator not supplied; see original source. xai-org grok-build GitHub repo: coding agent harness and terminal UI written in Rust. Not applicable (entity) · unknown · unknown resource · en - ### [Zapier MCP](/agents/agent-design-patterns/zapier-mcp/index.md) Creator not supplied; see original source. Zapier MCP: service that connects AI clients such as Claude, ChatGPT and Cursor to actions in thousands of apps. Not applicable (entity) · unknown · unknown resource · en - ### [ZCode](/agents/agent-design-patterns/zcode/index.md) Creator not supplied; see original source. Z.ai ZCode GitHub repo: Z.ai's coding agent harness with a plugin marketplace. Not applicable (entity) · unknown · unknown resource · en - ### [A practical guide to building agents (PDF)](/agents/agent-design-patterns/a-practical-guide-to-building-agents-pdf/index.md) Creator not supplied; see original source. OpenAI's A Practical Guide to Building Agents (PDF): models, tools, instructions, orchestration patterns and guardrails. Beginner · unknown · unknown resource · en - ### [Welcome to LLMflation (a16z)](/agents/agent-design-patterns/a16z-llmflation/index.md) Creator not supplied; see original source. a16z post on LLMflation: the cost of LLM inference at a fixed capability level falling about tenfold per year. Beginner · unknown · unknown resource · en - ### [Microsoft Learn: Create an automated workflow using invoice processing](/agents/agent-design-patterns/accounts-payable-invoice-data-extraction-create-an-automated-workflow-using-invo/index.md) Creator not supplied; see original source. Microsoft Learn module on building an AI Builder invoice-processing flow that writes extracted data to Excel. Beginner–Intermediate · unknown · unknown resource · en - ### [aider docs: Tips](/agents/agent-design-patterns/aider-tips/index.md) Creator not supplied; see original source. Aider tips for AI pair programming, such as adding only needed files and planning with /ask before editing. Beginner · unknown · unknown resource · en - ### [Tongyi Lingma documentation (Alibaba Cloud)](/agents/agent-design-patterns/alibaba-cloud-tongyi-lingma-qoder-cn-docs/index.md) Creator not supplied; see original source. Alibaba Cloud documentation for Qoder CN, formerly Tongyi Lingma: AI coding agents for IDEs, CLI and desktop (in Chinese). Beginner · unknown · unknown resource · zh - ### [Amp manual](/agents/agent-design-patterns/amp-manual/index.md) Creator not supplied; see original source. Amp manual: documentation for installing and using the Amp coding agent, threads and cloud runs. Beginner · unknown · unknown resource · en - ### [Anthropic courses](/agents/agent-design-patterns/anthropic-courses/index.md) Creator not supplied; see original source. Anthropic courses GitHub repo: notebooks on the Claude API, prompt engineering, evaluations and tool use. Beginner · unknown · unknown resource · en - ### [Baidu Qianfan docs](/agents/agent-design-patterns/baidu-qianfan-docs/index.md) Creator not supplied; see original source. Baidu Qianfan documentation: model service and agent development platform with API and SDK reference (in Chinese). Beginner · unknown · unknown resource · zh - ### [Bolt.new Blog: Prompting](/agents/agent-design-patterns/bolt-new-prompting-tag/index.md) Creator not supplied; see original source. Bolt.new blog posts tagged Prompting, with guidance on prompting the StackBlitz Bolt app builder. Beginner · unknown · unknown resource · en - ### [How AI use in scholarly publishing threatens research integrity (Bulletin of the Atomic Scientists)](/agents/tool-use-and-mcp/bulletin-of-the-atomic-scientists-ai-in-scholarly-publishing-threatens-integrity/index.md) Creator not supplied; see original source. Bulletin of the Atomic Scientists article on how AI use in scholarly publishing affects research integrity and trust. Beginner · unknown · unknown resource · en - ### [Canva Learn](/agents/agent-design-patterns/canva-learn/index.md) Creator not supplied; see original source. Canva Learn: articles and tutorials on design tasks with Canva, including its AI tools. Beginner–Intermediate · unknown · unknown resource · en - ### [Cline docs: Rules](/agents/agent-design-patterns/cline-rules/index.md) Creator not supplied; see original source. Cline documentation on .clinerules files for giving the coding agent project-specific instructions. Beginner · unknown · unknown resource · en - ### [Consensus blog](/agents/tool-use-and-mcp/consensus-blog/index.md) Creator not supplied; see original source. Consensus blog with product updates and posts on AI-assisted search of scientific research. Beginner · unknown · unknown resource · en - ### [Coze (扣子)](/agents/agent-design-patterns/coze/index.md) Creator not supplied; see original source. Coze China documentation guides for ByteDance's agent-building and AI office platform (in Chinese). Beginner · unknown · unknown resource · zh - ### [CrewAI: Crafting Effective Agents](/agents/agent-design-patterns/crewai-crafting-effective-agents/index.md) Creator not supplied; see original source. CrewAI guide to designing agents with roles, goals and backstories that collaborate on tasks. Beginner · unknown · unknown resource · en - ### [Best practices for coding with agents (Cursor)](/agents/agent-design-patterns/cursor-best-practices-for-coding-with-agents/index.md) Creator not supplied; see original source. Cursor guide to working with coding agents: planning first, managing context, verifiable goals and reviewing diffs. Beginner–Intermediate · unknown · unknown resource · en - ### [Datawhale easy-vibe](/agents/agent-design-patterns/datawhale-easy-vibe/index.md) Creator not supplied; see original source. Datawhale easy-vibe GitHub repo: introductory Chinese course on vibe coding for building products with AI coding tools. Beginner · unknown · unknown resource · zh - ### [Datawhale hello-agents 《从零开始构建智能体》](/agents/agent-design-patterns/datawhale-hello-agents/index.md) Creator not supplied; see original source. Datawhale Hello-Agents GitHub repo: Chinese tutorial on agent principles and practice, from ReAct to MCP, memory and agentic RL. 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