10.1
10.1 AI IDEs, Coding Agents & Developer Workflows
Repo-wide semantic indexing (Tree-sitter AST / LSP), shadow workspaces, multi-file atomic edits, secure terminal execution, and automated PR review pipelines.
Repo-Level Context Indexing, AST Parsing & Pair Programming
AST-aware semantic code graph retrieval via Tree-sitter & LSP, cross-module dependency analysis, shadow workspace test pre-runs, and atomic diff merging.
🏢 Companies
Cursor / Anysphere、Windsurf (Codeium)、GitHub (GitHub Copilot)、Augment Code、JetBrains
🛠️ Tech Stack
CursorWindsurfGitHub CopilotAST ParsingTree-sitterLanguage Server Protocol (LSP)Shadow WorkspaceCodebase Indexing
💼 Roles & Salary
AI Tooling Engineer、Developer Platform Engineer、Full-Stack AI Developer
💰 $220K - $480K / year (AI Tooling & IDE Architecture) | ¥650K - ¥1.5M / year
📚 Prerequisites: Language Server Protocol (LSP) & Compiler Interfaces • Tree-sitter AST Parsing & Symbol Extraction • VS Code & JetBrains Extension Architecture • High-Performance Vector Indexing for Monorepos
Autonomous Coding Agents, Sandbox Execution & PR Automation
Long-horizon autonomous planning (Claude Code/Devin), secure sandbox terminal execution with human approvals, automated test-driven repair, and GitHub PR review automation.
🏢 Companies
Anthropic (Claude Code)、Cognition (Devin)、Replit、GitHub (Copilot)
🛠️ Tech Stack
Claude CodeDevinReplit AgentAutonomous CodingSandbox TerminalPR AutomationAider
💼 Roles & Salary
AI Tooling Engineer、Developer Platform Engineer、Full-Stack AI Developer
💰 $210K - $460K / year (Autonomous Agents & PR Automation) | ¥600K - ¥1.45M / year
📚 Prerequisites: Long-Horizon Agent Planning & State Rollback • Linux PTY Terminal Emulation & Sandbox Security • Git Automation & GitHub Actions CI/CD Pipelines • Test-Driven Self-Healing & Debugging Prompting