GLM 5.2 + Claude Code is INSANE!
The speaker demonstrates how to integrate GLM 5.2 into Claude Code using Ollama to create a cost-effective alternative AI development setup. This system combines Claude Code's agentic capabilities with GLM 5.2's brain, syncs with Obsidian for memory management, and enables building apps, games, and websites while maintaining a fraction of the cost of standard Claude subscriptions.
Summary
The video showcases a powerful integration between GLM 5.2 (a local language model) and Claude Code, creating what the speaker calls 'GLM Code.' The setup leverages Ollama (a free tool) to run GLM 5.2 locally, then directs Claude Code's agent harness to use GLM 5.2 as its underlying model instead of Claude Opus. According to the speaker, GLM 5.2 performs comparably or better than Claude Opus 4.5 on many tasks, including building complex applications like open-world games, while costing significantly less. The system integrates with Obsidian to create a memory-linked workspace, meaning all outputs are personalized and automatically logged for future reference without manual organization. The speaker demonstrates practical applications, including building a Pomodoro timer app in real-time. The setup also connects to an Agent Operating System that allows users to manage multiple AI agents (Claude Code, Hermes, Paperclip, etc.) in one interface, with the flexibility to switch between different models or configurations with a single click. The speaker mentions that local models, while not as powerful as Claude Opus, are free and prevent token limit issues. Additionally, users can plug any Ollama model into Claude Code, create separate profiles for different use cases (like video creation teams or blogging teams), and coordinate multiple agents together. The video concludes by promoting the AI Profit Academy, which offers daily updates to the Agent OS system, community support, weekly coaching calls, and personal access to the speaker.
Key Insights
- GLM 5.2 benchmarks show it can build better outputs than Claude Opus 4.5 on many tasks despite being significantly cheaper, as demonstrated through personally tested examples like open-world game development.
- Users can switch between different AI models (GLM 5.2, Claude, free local models) within Claude Code with a single click, providing a fallback option if rate limiting or token exhaustion occurs.
- The integration syncs all AI-generated outputs directly to Obsidian memory in real-time, automatically personalizing outputs and linking them to existing memories without requiring manual organization.
- The system allows orchestration of multiple specialized agent teams (like video creation or blogging teams) using GLM 5.2 through Hermes, where agents can coordinate together to build outputs collaboratively.
- Any model available on Ollama can be plugged into Claude Code's harness, making the system highly flexible and allowing users to experiment with different model backends for coding tasks.
Topics
Transcript
[0:00] So, today I'm going to show you how a plugged GLM 5.2 into Claude code and also obsidian and it's a really powerful setup that means we can build and automate anything we want with GLM 5.2 which is really powerful in itself, but we can actually do it inside a harness for Claude code which is pretty cool. And also the cool thing about this is obviously it's a lot cheaper than using Claude code on a subscription. So, you can get the power of Claude code's agent harness and you can plug GLM 5.2 into [0:30] it. And on top of that, what you can actually do is you can build with it, save everything inside your…
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