Why I Spent a Year Building Sentinel-IR?

说明与用途

Sentinel-IR 为 JavaScript 代码库提供结构化事实的紧凑索引，减少重复解释项目的需求，并为 AI 代理节省令牌。

问题

AI agents lack concise context about codebases, leading to repeated rediscovery and wasted tokens and money.

结果

Sentinel-IR reduces the need to re-explain projects to new assistants and cuts token usage by providing a concise codebase index for AI agents.

工作流

• Extract structured facts from the codebase
• Store facts in a searchable index
• Provide index to AI agents as initial context
• Agents use index to locate relevant code sections

证据

AI agents can write code, investigate bugs, and review projects. But giving them more tools doesn't automatically give them better context.

Sentinel-IR does something similar for JavaScript code. It extracts structured facts about a codebase so an AI agent can get an initial map before deciding what deserves deeper investigation.