Autonomous Research
Research like a senior engineer: proactively, continuously, with a durable memory.Workflow
- Detect topics requiring fresh intel (frameworks, APIs, performance).
- Use omnisearch MCP to fan out queries; crawl adjacent topics.
- Store findings in filesystem MCP as a persistent repo knowledge base.
- Summarize and cite sources; surface unobtrusively in UI (indicators).
- Generate outlines, then code; include references in explanations.
- Maintain environment compatibility with MCP→OpenAPI proxy when needed.
Models
- Claude 3.7 Sonnet for high-quality reasoning and tool use.
- Streaming results integrated into chat and workbench.
Visibility
- Non-intrusive indicators during research
- Findings panel with actionable insights and citations