Agents and harnesses

Design and operate systems that combine model decisions with tools.

• Agent Design Patterns (510)
• Harnesses And Frameworks (4)
• Tool Use And Mcp (36)
• Coding Agents (2)
• Computer And Browser Use (1)
• Multi Agent Systems (2)

555 resources · page 14 of 18

• Bellingcat Online Investigations Toolkit: Spot

  Creator not supplied; see original source.

  Bellingcat toolkit entry for Spot, a tool that queries OpenStreetMap in natural language for OSINT geolocation.

  Intermediate · unknown · unknown resource · und

• Paperclip docs: Handling approvals

  Creator not supplied; see original source.

  Paperclip developer guide on handling human approvals for autonomous agents.

  Intermediate · unknown · unknown resource · en

• Perplexity API documentation

  Creator not supplied; see original source.

  Perplexity API documentation for its search, agent, embeddings and related APIs with web-grounded answers.

  Intermediate–Advanced · unknown · unknown resource · en

• Phi Cookbook

  Creator not supplied; see original source.

  Microsoft Phi Cookbook GitHub repo: guides for deploying, fine-tuning and building apps with Phi small language models.

  Intermediate · unknown · unknown resource · en

• Pinecone learn

  Creator not supplied; see original source.

  Pinecone Learn: tutorials on vector databases, embeddings, retrieval and RAG with code.

  Intermediate · unknown · unknown resource · en

• Pipedream apps

  Creator not supplied; see original source.

  Pipedream apps directory: managed auth, actions, triggers and MCP tools for over 3,000 APIs.

  Intermediate–Advanced · unknown · unknown resource · en

• Pipedream documentation

  Creator not supplied; see original source.

  Pipedream documentation: adding thousands of API integrations to apps and automating event-driven workflows.

  Intermediate · unknown · unknown resource · en

• PolicyEngine: AI explanations grounded in tax-benefit calculations

  Creator not supplied; see original source.

  PolicyEngine post on an AI feature that explains household tax and benefit results computed by its rules engine.

  Intermediate · unknown · unknown resource · en

• PPC Land: Google's new guide for AI search, what SEO really needs now

  Creator not supplied; see original source.

  PPC Land article summarising Google's guide on optimising websites for generative AI features in Search.

  Intermediate · unknown · unknown resource · en

• Consult Evaluation: DWP's Pathways to Work consultation

  Creator not supplied; see original source.

  UK Incubator for AI evaluation of Consult, an AI tool used to analyse responses to the DWP Pathways to Work consultation.

  Intermediate · unknown · unknown resource · en

• PPN 02/24: Improving Transparency of AI use in Procurement

  Creator not supplied; see original source.

  UK Procurement Policy Note 02/24 on transparency of AI use by suppliers in public procurement bids.

  Intermediate · unknown · unknown resource · en

• Pydantic AI documentation

  Creator not supplied; see original source.

  Pydantic AI documentation: Python agent framework with typed, validated outputs and support for many model providers.

  Intermediate · unknown · unknown resource · en

• PyTorch tutorials

  Creator not supplied; see original source.

  Official PyTorch tutorials covering basics, training, deployment and performance, with runnable code.

  Intermediate · unknown · unknown resource · en

• Qwen-Agent docs

  Creator not supplied; see original source.

  Qwen-Agent documentation: open-source agent framework for Qwen models with tool integration and examples.

  Intermediate · unknown · unknown resource · en

• Raycast store (AI extensions)

  Creator not supplied; see original source.

  Raycast Store: directory of extensions for the Raycast launcher, including AI extensions.

  Intermediate–Advanced · unknown · unknown resource · en

• Remotion agent skills

  Creator not supplied; see original source.

  Remotion skills GitHub repo: agent skills for creating videos programmatically with Remotion.

  Intermediate · unknown · unknown resource · en

• Replit Docs

  Creator not supplied; see original source.

  Replit documentation for its browser IDE and AI agent that builds and deploys apps.

  Intermediate–Advanced · unknown · unknown resource · en

• Welcome to Replit (Replit Docs)

  Creator not supplied; see original source.

  Replit documentation welcome page introducing its AI agent, workspace and deployment features.

  Intermediate–Advanced · unknown · unknown resource · en

• Effective prompting with Replit AI

  Creator not supplied; see original source.

  Replit guide to effective prompting for Replit Agent, with principles and examples.

  Intermediate · unknown · unknown resource · en

• RLHF Book (Nathan Lambert)

  Creator not supplied; see original source.

  Nathan Lambert's free online RLHF book covering preference tuning, reward models, RLVR and post-training of language models.

  Intermediate–Advanced · unknown · unknown resource · en

• Roo Code docs: Boomerang tasks

  Creator not supplied; see original source.

  Roo Code documentation on Boomerang tasks: an orchestrator mode that delegates subtasks to specialised modes.

  Intermediate · unknown · unknown resource · en

• Roo Code docs: Customizing Modes

  Creator not supplied; see original source.

  Roo Code documentation on custom modes with tool access and file permission restrictions.

  Intermediate · unknown · unknown resource · en

• Refreshed Agentforce Guide (Salesforce)

  Creator not supplied; see original source.

  Salesforce post on its refreshed Agentforce guide to context engineering, instruction writing and Agent Script.

  Intermediate · unknown · unknown resource · en

• Salesforce State of Sales 2026

  Creator not supplied; see original source.

  Salesforce announcement of its State of Sales 2026 report, with survey data on AI use in sales teams.

  Intermediate · unknown · unknown resource · en

• SDAIA Academy

  Creator not supplied; see original source.

  SDAIA Academy GitHub organisation from the Saudi Data and AI Authority with labs, slides and capstone materials.

  Intermediate · unknown · unknown resource · en

• Ahrefs: ChatGPT for SEO

  Creator not supplied; see original source.

  Ahrefs blog post listing use cases where ChatGPT helps or falls short for search-engine optimisation tasks.

  Intermediate · unknown · unknown resource · en

• Selectel blog: When to use external models and when self-hosted

  Creator not supplied; see original source.

  Selectel post (in Russian) on when to use external model APIs versus self-hosted models such as GLM in production.

  Intermediate · unknown · unknown resource · ru

• 开源大模型食用指南 / Self-LLM

  Creator not supplied; see original source.

  Datawhale Self-LLM GitHub repo: Chinese tutorials for deploying and fine-tuning (full and LoRA) open models on Linux.

  Intermediate · unknown · unknown resource · zh

• Google Search's guidance on generative AI content

  Creator not supplied; see original source.

  Google Search Central guidance on using generative AI content on websites in line with Google's policies.

  Intermediate–Advanced · unknown · unknown resource · en

• Shopify Dev: Agentic commerce

  Creator not supplied; see original source.

  Shopify documentation on agentic commerce: agents that search the Catalog, build carts and checkouts via the Universal Commerce Protocol.

  Intermediate · unknown · unknown resource · en

• Shopify Dev: AI and agents

  Creator not supplied; see original source.

  Shopify documentation on exposing app data and actions to AI agents in the Shopify admin and beyond.

  Intermediate–Advanced · unknown · unknown resource · en

• SHRM: using AI for employment purposes toolkit

  Creator not supplied; see original source.

  SHRM toolkit on using AI in employment decisions and related legal and compliance issues for employers.

  Intermediate · unknown · unknown resource · en

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