v0.2.31 v0.1.16
parruda/swarmSep 29, 2026 → Sep 29, 20260 days between releases
What's New
This release introduces financial data grounding and market sources, diverging from the previous PoC-focused pentesting features.
New Features
- Explicit role declarations for data grounding (observed, derived, proposed, cited, count)
- New market data sources for Argentina (BYMA) and Bahasa Indonesia
- Support for weekly (1W) and monthly (1M) bar periods
- Web UI configuration for Email and WebSocket messaging channels
- Stock profiles now carry listing identity (Yahoo symbol, exchange, quote type)
Improvements
- Improved data grounding accuracy with explicit role declarations
- Research runs preserve fetched data by fixing context window compaction
- Expanded alpha coverage with 59 new missing-data factors
- Enhanced backtest reporting by grounding metrics against saved CSVs
- Added volume statistics to the technical_indicators tool
Bug Fixes
- Research runs now preserve fetched data by adjusting context window compaction logic
Upgrade Notes
Review the `get_stock_profile` API as it now returns a `listing` block containing Yahoo symbol and exchange. Ensure your environment supports the new broker connectors (KIS, Upbit, Toss Securities, Scalable Capital) if using them.
The Two Releases
v0.2.31
Sep 29, 2026· 23 days ago
The release introduces a Proof-of-Concept (PoC) subsystem, allowing the tool to generate and self-verify exploitation scripts.
Full release notesv0.1.16 — a number that can show where it came from
Sep 29, 2026· 23 days ago
A major update focused on data grounding accuracy, expanding market data support for Argentina and Indonesia, and enhancing Web UI configuration for messaging channels.
Full release notes