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AI Cut Our Research Time From 7 Days to 15 Minutes — Gareth Yoder, Vanguard
AI Engineer · 2026, legacy modernization, MCP, observability
AI directory search
Search across educators, skills, and resources.
Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.
45 matches for "Base"
Video matches
Watch first when you want a fast feel for the topic before opening courses, docs, or profiles.
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Why AI Agents Will Need Their Own Bank Accounts — Lincoln Murr, Coinbase
AI Engineer · 2026, agent payments, x402, wallets
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GitHub Copilot One Shot 2026 | Master Instructions, Skills, MCP, Hooks & Agents
CodeSnippet · 2026, github copilot, coding agents, agent skills
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Pinecone semantic search
Pinecone · vector databases, rag, embeddings, search
Educators
Matt Pocock
AI Hero · Beginner to advanced
Practical developer-focused AI education across LLM fundamentals, AI SDK app development, MCP, Claude Code workflows, agent-ready codebases, evals, TDD, handoffs, and reusable skills such as /teach, /grill-me, /to-prd, /to-issues, /tdd, /triage, and /handoff.
Skills
AI coding, Claude Skills, Agentic workflows, AI SDK, MCP, LLM fundamentals, Personalized learning
AI for Business Leaders
Allie K. Miller on Maven · Beginner to intermediate
Maven course for leaders who need practical AI literacy, organizational judgment, and executive-level adoption patterns without becoming technical builders.
Skills
AI leadership, AI strategy, Team adoption, Business transformation
Connor Shorten
Weaviate education videos · Beginner to intermediate
Good interviews and tutorials around vector databases, retrieval systems, and AI app patterns.
Skills
Vector search, RAG, Hybrid search, Agents
Nicholas Renotte
Nicholas Renotte AI tutorials · Beginner to intermediate
Project-based AI tutorials for people who learn by building demos and prototypes.
Skills
Computer vision, LLM apps, Python ML, Deep learning
Providers and platforms
LangChain
LangChain Academy · Intermediate
Useful when you are ready to build multi-step LLM applications, agents, and graph-based workflows.
Topics
LangGraph, Agents, LLM orchestration, RAG
Pinecone
Pinecone Learn · Beginner to advanced
Useful for understanding vector search, embeddings, chunking, retrieval, and RAG system design.
Topics
Vector databases, RAG, Embeddings, Search
Weaviate
Weaviate Academy · Beginner to intermediate
Good structured learning around vector databases, retrieval, and search relevance.
Topics
Vector search, RAG, Hybrid search, Embeddings
Maven AI courses
Maven AI courses · Beginner to advanced
Useful discovery surface for live courses taught by practitioners across AI product, work, and engineering.
Topics
AI product, AI leadership, AI workflows, Evals
DataTalks.Club
DataTalks.Club ML Zoomcamp · Beginner to intermediate
Useful structured free courses for the data/ML engineering skills underneath AI products.
Topics
ML engineering, MLOps, Data engineering
freeCodeCamp
freeCodeCamp AI and machine learning courses · Beginner to intermediate
Large library of practical tutorials for developers who prefer project-based learning.
Topics
Python, Machine learning, LLM apps, Coding with AI
DataCamp
DataCamp AI courses · Beginner to intermediate
Useful for analysts and business users who want structured, browser-based AI practice.
Topics
AI foundations, Data skills, Prompting, ML foundations
ComfyUI
ComfyUI examples · Intermediate
Useful for understanding node-based generative image workflows and reproducible pipelines.
Topics
Image generation, Workflow graphs, Stable Diffusion
Milvus
Milvus tutorials · Intermediate
Good for learning vector database concepts and scaling retrieval systems.
Topics
Vector databases, RAG, Embeddings, Search
Neo4j
Neo4j GraphRAG learning · Intermediate
Useful when plain vector retrieval does not capture relationships in your data.
Topics
GraphRAG, Knowledge graphs, RAG, Retrieval
CrewAI
CrewAI docs · Intermediate
Useful for learning role-based multi-agent patterns and orchestration concepts.
Topics
Agents, Multi-agent workflows, Tool use, Automation
AutoGen
Microsoft AutoGen docs · Intermediate
Good for learning multi-agent design patterns and conversation-based orchestration.
Topics
Agents, Multi-agent workflows, Tool use, AI engineering
Learning paths
Automation and agents
Founders, operations teams, developers
Learn first
- Trigger-based workflows
- Tool calling
- Agent failure modes
- Human review points
Good matches
Open next
Coding with AI
Software developers
Learn first
- Codebase navigation
- Test generation
- Refactoring
- Reviewing AI output
Good matches
Open next
Frontier models and model selection
Builders choosing between Claude, GPT, Gemini, Llama, Mistral, Cohere, DeepSeek, Qwen, Grok, Perplexity, and hosted open models
Learn first
- When to use Claude or GPT-class reasoning models for complex coding, analysis, and long-horizon agent work
- How Gemini, Llama, Mistral, Cohere, DeepSeek, Qwen, Grok, and Perplexity differ by modality, openness, retrieval, coding, and price
- Context windows, output limits, latency, pricing, tool support, and eval-based routing
- How to migrate safely when frontier model versions change
Good matches
Open next
Resources
Brave Search x402 agent payments guide
Agent infrastructure news analysis · Brave · Intermediate
Understand Brave Search API payments through x402, compare per-request payment with API keys and set safe wallet, budget and privacy controls before testing it.
Brave Search API, x402, agent payments, USDC, Base
AG-UI client vulnerability response guide
AI agent frontend security analysis · NIST National Vulnerability Database · Intermediate to advanced
Use this guide to find affected @ag-ui/client deployments, apply the two released fixes and contain the three flaws that still lack a released patch.
AG-UI, CopilotKit, AI agents, frontend security, CVE
GitHub Copilot Fusion launch and rollout guide
AI coding agent launch analysis · GitHub · Intermediate to advanced
Use this after GitHub Universe 2026 to evaluate Copilot Fusion, cross-repository Projects and usage-based enterprise access on your own development work.
GitHub Copilot, Copilot Fusion, coding agents, model routing, multi-agent workflows
How To Make Codebases AI Agents Love
Guide · Matt Pocock · Intermediate
You want to improve a codebase so AI agents can navigate it, run checks, make smaller changes, and recover from mistakes more reliably.
ai coding, agentic workflows, codebase architecture, developer tools
Multi AI Agent Systems with crewAI
Short course · DeepLearning.AI · Beginner to intermediate
You want a practical introduction to role-based multi-agent systems and task orchestration.
agents, multi-agent workflows, crewai, automation
Claude Code: A Highly Agentic Coding Assistant
Short course · DeepLearning.AI · Beginner to intermediate
You want a structured Claude Code course before using it on a serious codebase.
claude code, coding agents, developer tools, ai coding, anthropic
OpenAI Evals
Hosted LLM and agent evaluation API · OpenAI · Intermediate to advanced
Existing OpenAI API teams maintaining dataset-based prompt or model regression tests during the remaining service window.
evals, llm evaluation, ai quality, cloud and provider evals
Amazon Bedrock Evaluations
Managed model and RAG evaluation jobs · Amazon Web Services · Intermediate to advanced
AWS teams comparing Bedrock models or assessing knowledge bases and external RAG sources with automated metrics, LLM judges, or human reviewers.
evals, llm evaluation, ai quality, cloud and provider evals
Language Model Evaluation Harness
Language-model benchmark runner · EleutherAI · Intermediate to advanced
Reproducible few-shot and zero-shot evaluation of base or instruction-tuned language models on established academic benchmarks.
evals, llm evaluation, ai quality, benchmarks and learning resources
AI skills playbook: Build an AI-ready workforce
Workforce AI skills playbook · Google Cloud · Beginner
Use this five-step playbook to assess an organization's AI baseline, put AI into existing workflows, establish trust, offer flexible learning, and recognize progress. It also links to the Google courses and learning paths listed below.
ai skills, workforce training, ai adoption, change management, responsible ai
NVIDIA Kumo Tabular explained
Tabular foundation model explainer · NVIDIA · Intermediate to advanced
NVIDIA published Kumo Tabular weights on September 23, 2026 and its launch article on September 29. Use this guide to understand the in-context prediction workflow, run a baseline, size the GPU requirement, and test vendor-reported results on your own tables.
kumo tabular, tabular foundation models, classification, regression, in-context learning
Ember-1 explained
Reasoning-efficient coding model explainer · Fireworks AI · Intermediate to advanced
Fireworks released Ember-1 on September 23, 2026 as a Kimi K3-based model trained to use fewer reasoning tokens. Use this explainer to evaluate the quality, cost, latency, and context-growth claims on your own agent workload.
ember-1, kimi k3, reasoning models, reasoning tokens, cost optimization
The Anatomy of Harness Engineering
Coding agent evaluation guide · Google Developers Blog · Intermediate to advanced
You want Google's September 9, 2026 guide to evaluating coding agents with small behavioral checks, outcome-based assertions, and batch runs that catch regressions without treating a single benchmark score as the whole story.
coding agents, evals, behavioral evaluations, regression testing, harness engineering
Automation's Early Footprint
Open research and dataset · Cohere · Intermediate
You want an evidence-based map of what public agent tools actually automate, built from Cohere's September 3, 2026 open Agentic Task Ecosystem dataset of roughly 696,000 tools across 123,000 MCP servers.
cohere, agents, mcp, automation, open dataset
OpenAI Agent Builder
Guide · OpenAI · Intermediate
You are maintaining or studying older OpenAI visual agent-builder workflows. OpenAI's docs now mark Agent Builder deprecated and scheduled for removal on November 30, 2026, so new work should prefer the Agents SDK, Responses-based orchestration, or Codex.
openai, agent builder, agents, workflows, visual builder
Anthropic MCP guide
Guide · Anthropic · Intermediate
You want Anthropic's official guidance for exposing tools and data to Claude through MCP instead of only reading the base spec.
anthropic, mcp, agents, tool use, connectors
Claude Code overview
Guide · Anthropic · Intermediate
You want practical docs for using Claude as a coding agent across a real codebase and toolchain.
claude code, coding agents, developer tools, automation, coding
Claude Code best practices
Engineering guide · Anthropic · Intermediate to advanced
You want Anthropic's own recommendations for scaling Claude Code across larger codebases, parallel sessions, and stronger context discipline.
claude code, coding agents, developer tools, context engineering, parallel work
Qwen Code
Open-source coding agent · Qwen · Intermediate
You want the official Qwen Code overview for codebase understanding, provider setup, automation, and current coding-agent workflows.
qwen, coding agents, developer tools, terminal, agentic coding
Perplexity Computer MCP Server
Integration guide · Perplexity · Intermediate to advanced
You want Perplexity's August 15, 2026 hosted computer-use MCP guide for browser automation, OAuth-backed connectors, sandboxes, and tool-based workflow execution from MCP clients.
perplexity, computer use, mcp, automation, connectors
Perplexity migrate from Sonar to Agent API
Migration guide · Perplexity · Intermediate
You still have Sonar-based code or OpenAI-compatible chat-completions integrations and need the current Perplexity migration path into the Agent API.
perplexity, agent api, migration, sonar, search
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Weaviate Academy
Free academy · Weaviate · Beginner to intermediate
You want structured vector database and retrieval lessons.
vector search, rag, hybrid search