MCP server
AndrejKarpathy_2026_FocusProjects
Andrej Karpathy's 2026 AI Systems Engineering Roadmap — 7 production-grade projects covering Context Engineering, Tool Design, Agent Orchestration, Eval Discipline, Reliability Engineering, MCP Servers & Harness Mindset. From PR review agents to autonomous DevOps incident response.
- Version
- main
- Analysed
- Last observed
What the code does
- Runs shell commands Code that starts system commands on the machine it runs on.
- Sends data to outside servers Code that posts data to network addresses.
- Downloads and runs code Code that fetches a script and pipes it into a shell.
Having a capability is not wrongdoing; many tools need these to do their job. It tells you what to check before you install.
This is public metadata, not a safety certification or complete assessment. Static analysis cannot establish what a tool does at runtime.
Risk
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Coverage
Detailed report
2 findings from automated static analysis of the latest version, with severities and explanations.
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