Video library

Useful videos for people building AI workflows.

A curated watch list for OpenClaw, AI agents, local models, automation, MSP opportunities, and operator thinking. The goal is not hype. The goal is reusable lessons.

Best videos by topic

OpenClaw

OpenClaw creator / platform updates

Track videos and interviews from Peter Steinberger/OpenClaw that explain platform direction, agent workflows, and what changed.

  • Use for: upgrade context, feature direction, operator patterns.
  • Status: add specific source videos after transcript review.
AI Engineering

Agent engineering talks

Technical videos on tool use, evals, agent reliability, context design, and production deployment patterns.

  • Use for: playbook improvements and client-safe architecture.
  • Status: curate from AI Engineering / Latent Space lanes.
Reviewed

Who needs 3 Mac Minis...?

Useful for local AI hardware thinking: Mac Minis and unified memory are interesting for background agents and homelab experiments, but not a reason to move critical boot/heartbeat paths away from managed models.

  • Lesson: local clusters may fit overnight/background jobs better than realtime chat.
  • Our take: keep Codex/ChatGPT default; use local intentionally for bounded workloads.
Local models

Windows + local model operations

Useful content on Ollama, Qwen, GPU sizing, local inference, and when local models are worth the operational complexity.

  • Use for: local-first strategy, cost control, and boot-path caution.
  • Status: publish only after verifying version/update behavior.
Business

MSP / small business AI opportunities

Videos that identify practical service offers: AI receptionist, quote chaser, reporting desk, workflow automation, and vertical AI.

  • Use for: offer packaging and sales language.
  • Status: convert best videos into operator briefs.
Media lab

Signals-to-shorts examples

Examples of short-form AI/business content that can teach the MrBeast agent how to turn reports into YouTube Shorts/X scripts.

  • Use for: hooks, pacing, captions, CTAs back to reports.
  • Status: future MrBeast lane.
Security

Agent security and governance

Videos about approval gates, tool permissions, secrets handling, production blast radius, and AI governance for real organizations.

  • Use for: hardening checklist and client trust.
  • Status: prioritize before publishing client-facing implementation claims.