Free course
LangGraph Academy
Intermediate
You want to build multi-step agent workflows with state.
AI educator
LangChain and LangGraph tutorials
Hands-on notebooks for LangGraph, agent patterns, retrieval, and stateful LLM apps.
Start with: Clone the academy repo and run the notebooks locally.
Free course
Intermediate
You want to build multi-step agent workflows with state.
Notebooks
Intermediate
Use this when you want Lance Martin's material for langgraph and related AI skills.
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Educator video
LangChain · agents, langgraph, llm orchestration
GitHub repo
Intermediate to advanced
You want a configurable open-source deep-research agent that works across search tools, MCP servers, and multiple model providers.
Developers learning LangGraph should start here when they need langgraph, agents, rag, and llm orchestration. The strongest fit is a learner who wants material in these formats: notebooks, courses, repos.
Clone the academy repo and run the notebooks locally. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.
Hands-on notebooks for LangGraph, agent patterns, retrieval, and stateful LLM apps. Use this profile when you are comparing educators by topic, level, format, and practical usefulness rather than browsing random AI content.
Compare the skill coverage, the starting recommendation, the educator's own resources, and any videos when available. If you need langgraph, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.
These are not by Lance Martin. They are included only as optional adjacent material after this educator's own videos and resources.
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AI Engineer · 2026, agent evaluation, synthetic tests, RAG
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Hugging Face · agents, open models, tools, transformers
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VAPOR PANDA ARTEX agent campaign response guide
CrowdStrike
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AI-assisted cyber campaign analysis | Intermediate to advanced | Use this after CrowdStrike's October 29 report to hunt ARTEX activity, review identity controls and contain AI-scaled intrusion paths. |
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Mistral Large 4 open-weight release guide
Mistral AI
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Open-weight model launch analysis | Intermediate to advanced | Use this to decide whether Mistral Large 4 belongs in a self-hosted coding or defensive-security evaluation. |
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Oracle AI Workspace and ChatGPT rollout guide
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Enterprise AI launch analysis | Intermediate | Use this guide to separate Oracle's available ChatGPT plugins from planned products and to design a permission-aware pilot. |
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Gemini 4 Carbon cyberdefense launch guide
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Frontier model and cybersecurity launch analysis | Intermediate to advanced | Use this to assess Gemini 4 Carbon's reported cyber capabilities, limited rollout and evidence requirements before planning a production evaluation. |
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GitHub Copilot Fusion launch and rollout guide
GitHub
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AI coding agent launch analysis | 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. |
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GitHub Copilot server-to-server authentication guide
GitHub
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AI agent authentication guide | Intermediate | Use this guide when a service or agent must make Copilot SDK requests for an organization without borrowing a person's credentials. |
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Warp agent-log breach response guide
Warp
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AI developer-tool security analysis | Intermediate | Assess Warp's vendor breach, identify exposed agent data and decide which logs, credentials and integrations need review. |
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NVIDIA and Meta Muse partnership explained
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AI model and infrastructure partnership analysis | Intermediate | Separate NVIDIA's announced $3 billion investment and engineering commitments from proposed controls, vendor claims and future capacity. |
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Frontier model launch analysis | Intermediate | You need to decide whether GPT-6.1 Terra fits a visual, computer-use or coding workflow and want launch facts separated from independent evidence and unresolved safety questions. |
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NVIDIA GTC Berlin 2026 announcements explained
Learnetto
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AI infrastructure analysis | Intermediate | You need a practical account of NVIDIA's GTC Berlin announcements and want to separate available software from reference designs, partner plans, and vendor performance claims. |
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AGENTS.md Downloads-folder hijack explained
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Coding agent security analysis | Intermediate to advanced | Use this after running a coding agent in Downloads or another unreviewed folder. Audit instructions, configuration and credentials before the next session. |
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Reduce coding agent cost without lowering quality
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AI coding agent guide | Intermediate | Your coding agent completes useful work but spends too many tokens, repeats retrieval, or carries noisy tool output through later turns. |