Why I Spent a Year Building Sentinel-IR?

Описание и применение

Sentinel-IR предоставляет компактный индекс фактов о кодовой базе JavaScript, сокращая необходимость повторного объяснения проекта и экономя токены для ИИ-агентов.

Задача

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

Результат

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.

Рабочий процесс

• 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

Доказательства

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.