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 8 of 18

• The New Skill in AI is Not Prompting, It's Context Engineering (Philipp Schmid)

  Creator not supplied; see original source.

  Phil Schmid's post defining context engineering: giving a model the right information and tools in the right format.

  Beginner–Intermediate · unknown · unknown resource · en

• Claude prompt engineering overview

  Creator not supplied; see original source.

  Anthropic prompt engineering overview: when prompting is the right fix, with techniques and interactive tutorials for Claude.

  Beginner–Intermediate · unknown · unknown resource · en

• Replit docs: Build with Agent

  Creator not supplied; see original source.

  Replit guide to building with Agent: being specific, planning, adding context, testing and using checkpoints.

  Beginner · unknown · unknown resource · en

• roadmap.sh AI Engineer

  Creator not supplied; see original source.

  roadmap.sh AI Engineer roadmap: step-by-step skill map for becoming an AI engineer.

  Beginner · unknown · unknown resource · en

• Trailhead: Sales Email Prompt Templates

  Creator not supplied; see original source.

  Salesforce Trailhead project on creating sales email prompt templates with Einstein AI.

  Beginner–Intermediate · unknown · unknown resource · en

• 91% of Indian Sales Professionals Say AI Agents Are Mission-Critical (Salesforce)

  Creator not supplied; see original source.

  Salesforce India press release (March 2026) on survey findings about Indian sales teams and AI agents.

  Beginner · unknown · unknown resource · en

• scikit-learn User Guide

  Creator not supplied; see original source.

  scikit-learn user guide: reference for classical ML algorithms, model selection and preprocessing with examples.

  Beginner · unknown · unknown resource · en

• Shopify Dev: Migrate from Storefront MCP

  Creator not supplied; see original source.

  Shopify documentation on migrating from the removed Storefront MCP tools to their replacements.

  Beginner · unknown · unknown resource · en

• SHRM: AI prompting guide for HR

  Creator not supplied; see original source.

  SHRM guide with AI prompt templates for HR tasks.

  Beginner · unknown · unknown resource · en

• Not all AI-assisted programming is vibe coding (Simon Willison)

  Creator not supplied; see original source.

  Simon Willison's post distinguishing vibe coding from responsible AI-assisted programming.

  Beginner · unknown · unknown resource · en

• Smithery docs

  Creator not supplied; see original source.

  Smithery documentation: connecting agents to MCP tools and publishing servers on the Smithery registry.

  Beginner · unknown · unknown resource · en

• Unsloth docs

  Creator not supplied; see original source.

  Unsloth documentation: open-source framework for fine-tuning and running LLMs, with LoRA, QLoRA and RL guides.

  Beginner–Intermediate · unknown · unknown resource · en

• Unsloth: Fine-tuning LLMs Guide

  Creator not supplied; see original source.

  Unsloth beginner guide to fine-tuning LLMs: basics, dataset preparation and best practices.

  Beginner–Intermediate · unknown · unknown resource · en

• US Chamber: Impact of Technology on Small Business Report 2024

  Creator not supplied; see original source.

  US Chamber of Commerce Impact of Technology on U.S. Small Business report (2024), including AI adoption data.

  Beginner · unknown · unknown resource · en

• New Study Reveals Nearly All U.S. Small Businesses Leverage AI-Enabled Tools (US Chamber of Commerce)

  Creator not supplied; see original source.

  US Chamber of Commerce study (2025) on small businesses' use of AI-enabled tools.

  Beginner · unknown · unknown resource · en

• SourceCraft Code Assistant

  Creator not supplied; see original source.

  SourceCraft documentation for Code Assistant (formerly Yandex Code Assistant), a coding plugin for VS Code and JetBrains IDEs (in Russian).

  Beginner · unknown · unknown resource · ru

• Указ Президента РФ от 15.02.2024 N 124

  Creator not supplied; see original source.

  legalacts.ru text of Russian Presidential Decree No. 124 of 2024 amending the National AI Development Strategy.

  Intermediate · unknown · unknown resource · ru

• Указ Президента РФ от 10.10.2019 N 490

  Creator not supplied; see original source.

  legalacts.ru text of Russian Presidential Decree No. 490 of 2019 establishing the National AI Development Strategy.

  Intermediate · unknown · unknown resource · ru

• A2A docs: A2A and MCP

  Creator not supplied; see original source.

  A2A documentation explaining how the Agent2Agent protocol and the Model Context Protocol differ and complement each other.

  Intermediate · unknown · unknown resource · en

• ABA Formal Opinion 512 explainer (NCBE, The Bar Examiner)

  Creator not supplied; see original source.

  The Bar Examiner article explaining ABA Formal Opinion 512 on lawyers' duties when using generative AI.

  Intermediate · unknown · unknown resource · en

• Semantic Scholar Academic Graph API

  Creator not supplied; see original source.

  Semantic Scholar Academic Graph API: programmatic access to papers, authors and citations.

  Intermediate–Advanced · unknown · unknown resource · en

• Elicit: Conducting a systematic review using the guided workflow

  Creator not supplied; see original source.

  Elicit Help Center article on running a systematic literature review with Elicit's guided workflow (moved to a newer guide).

  Intermediate · unknown · unknown resource · en

• FAQ about AI-generated alt text (Microsoft Support)

  Creator not supplied; see original source.

  Microsoft Support FAQ on AI-generated alt text for images in Microsoft 365 apps.

  Intermediate–Advanced · unknown · unknown resource · en

• The Code Agent Orchestra (Addy Osmani)

  Creator not supplied; see original source.

  Addy Osmani essay on coordinating teams of AI coding agents, from subagents to orchestration.

  Intermediate · unknown · unknown resource · en

• AG-UI

  Creator not supplied; see original source.

  AG-UI documentation: event-based protocol connecting agent backends to user-facing frontends.

  Intermediate · unknown · unknown resource · en

• Agent Client Protocol (ACP)

  Creator not supplied; see original source.

  Agent Client Protocol site: JSON-RPC standard connecting code editors to coding agents, similar to LSP for language servers.

  Intermediate · unknown · unknown resource · en

• Agent Framework: migrate from AutoGen

  Creator not supplied; see original source.

  Microsoft guide for migrating code from AutoGen to the Microsoft Agent Framework Python SDK.

  Intermediate · unknown · unknown resource · en

• Agent Skills docs: Best practices

  Creator not supplied; see original source.

  Agent Skills best-practices guide for writing skills with domain-specific context, plus evaluation and description tips.

  Intermediate · unknown · unknown resource · en

• Agent2Agent Protocol

  Creator not supplied; see original source.

  Agent2Agent (A2A) protocol documentation: open specification and SDKs for communication between AI agents.

  Intermediate · unknown · unknown resource · en

• GigaChain agent cookbook

  by GigaChain / ai-forever

  Russian notebooks connect GigaChat to typed functions, retrieval and MCP tools.

  Intermediate · RU · open resource · ru

• @aiatmeta

  Creator not supplied; see original source.

  X account of AI at Meta (@AIatMeta), Meta's channel for AI research and model announcements.

  Intermediate–Advanced · unknown · unknown resource · en

• Aider documentation

  Creator not supplied; see original source.

  Aider documentation: open-source AI pair-programming tool that edits code in a local git repo from the terminal.

  Intermediate · unknown · unknown resource · en

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