Lab guide for adopting agentic work and coding assistants.
View tutorials: GitHub Pages · Browse in GitHub
- Setup - Get started with OpenCode, OpenRouter, and Kimi K2.5
- Penguins Dataset Analysis - Data analysis example with AI
- Journal Club Slides - Create presentations from papers
- Data Portal for Single Cell Sequencing - Interactive viewer for scRNA-seq data
- Managing Context: Reducing Hallucinations and Run Costs - Understand context windows, context rot, PLAN.md workflow, and how to use /compact
- APM - Dependency manager for AI context — declare, version, and inject context modules automatically
- GitHub Education — Free Copilot Access - Apply for GitHub Education benefits and activate Copilot Pro with Claude
Pre-built agent configurations for specific tasks:
- Prototyping Agent - Quick data prototyping with sampled datasets
OpenRouter won't log data and has other security measures in place: OpenRouter Privacy Settings
| Command | Description |
|---|---|
/init |
Generates a CLAUDE.md file with project context and conventions |
/rewind |
Reverts the conversation to a previous point, undoing recent actions |
/resume |
Resumes a previous conversation session where you left off |
- Anthropic's Guide to Building Effective Agents
- claude-mem: Memory System
- Claude Code: A Highly Agentic Coding Assistant (DeepLearning.AI)
- OpenCode Retention Policy
"Nothing we do as we know it will be the same in three months"
"Code is over"
"We should be burning through a data centre's worth of credits"
- Nathan