Using AI Tools
Understand inputs, settings and limits, then work through practical tool problems.
Choose tools for your materials and troubleshoot their use
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Can Claude Watch Videos? A Transcript-and-Frame Workflow
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- Developer FoundationsClaude Code Runs an Agent Loop, Not Better AutocompleteClaude Code cycles through planning, execution, and verification. Learn how that agent loop changes task definition, feedback, and collaboration with the tool.
- Developer FoundationsContext Is Claude Code's Scarce ResourceTreat Claude Code context as a limited budget: use session resets, compaction, and persistent project guidance to keep instructions available and relevant.
- Plugins & IntegrationsThree Ways Claude Connects to Enterprise WorkConnectors, Enterprise Search, and Research give Claude different roles in enterprise work, from accessing tools and internal knowledge to investigating questions.
- Tool Choice & SetupUnderstanding Claude as an AI Work PlatformMap Claude's Chat, Cowork, and Code interfaces alongside Projects, Artifacts, and Skills to understand how conversations become organized work.
- Developer FoundationsFour Retrieval Methods to Compare Before Choosing RAGCompare vector search, BM25, hybrid search, and knowledge graphs by how they retrieve information, the problems they fit, and the trade-offs they introduce.
- Developer FoundationsNVIDIA OpenShell: A Security Architecture for Autonomous AgentsNVIDIA OpenShell separates agent execution from policy enforcement. Examine its sandbox, policy engine, and privacy routing as parts of an agent security design.
- Developer FoundationsWhy Claude Code Gets Worse in Long SessionsA Claude Code workflow redesign traces missed instructions and unstable output to overloaded context, then organizes project guidance through a layered architecture.