# AndrejKarpathy_2026_FocusProjects

> AndrejKarpathy_2026_FocusProjects — simranjeet97-andrejkarpathy-2026-focusprojects. Use this tool when you need to develop production-grade AI systems engineering projects, solving problems in context engineering, tool design, and reliability engineering. It provides a roadmap with 7 projects, taking inputs from git and outputting solutions for agent orchestration, eval discipline, and autonomous DevOps incident response. Use it when building complex AI systems that require robust engineering and reliability.

Canonical page: https://skillsregistry.net/skills/simranjeet97-andrejkarpathy-2026-focusprojects  
JSON: https://api.skillsregistry.net/v1/skills/simranjeet97-andrejkarpathy-2026-focusprojects

## Description

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.

## Trust

- **Trust score (0–1):** 0.34
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/simranjeet97/AndrejKarpathy_2026_FocusProjects)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "simranjeet97-andrejkarpathy-2026-focusprojects"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/simranjeet97-andrejkarpathy-2026-focusprojects` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/simranjeet97-andrejkarpathy-2026-focusprojects/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt