Features

Features

Unattended operation

Scheduled runs with circuit breakers, a watchdog that notices when a feature has gone quiet, and a tamper-evident audit trail of everything it did. It tells you where it stopped and why.

Job applications, done properly

Reads job boards and the alert emails those boards send, de-duplicates the same role listed three times, screens out obvious mismatches with a free local check, scores what's left, drafts an application — and holds any draft that claims something your profile can't support.

Then it learns: which sources actually produce replies, whether its own fit score predicts anything, whether email beats a portal form.

Document reading & retrieval

PDF, Word, Excel, PowerPoint, OpenDocument, HTML, email, EPUB — with retrieval over your own documents, locally.

Any model

Anthropic, OpenAI-compatible endpoints, or Ollama on your own GPU. Rules-based routing sends light work to a local model and hard work to the strong one — and tells you which rule fired. See Configuration.

Codebase mapping

Point it at a folder and it tells you what every module leans on, what imports what in a circle, what nothing imports at all. Exports to Mermaid, Graphviz or CSV for Visio.

Honesty by design

• Draft applications claiming something your profile can't support are held, with the exact claim shown
• Rates carry confidence intervals
• A partial document index says it's partial
• A fine-tune that scores worse than its base is reported as worse

Consequence, not permission

Under full access it doesn't prompt for everything. Reads run. Anything leaving the machine — mail, form submissions, API posts — waits with its exact inputs shown.