v0.3.7 v0.3.8
NirDiamant/RAG_TechniquesAug 4, 2026 → Aug 9, 20265 days between releases
What's New
Migrated TUI to Rust ratatui and added Ollama support.
Breaking Changes
- TUI framework replaced from Python Textual to Rust ratatui
- MCP `read_timeout_seconds` changed from timedelta to float
New Features
- Rust ratatui TUI replacing Python Textual
- Context Vault for selective memory archiving
- Bilingual UI with English default
- Ollama local model integration
- Added `python -m vulnclaw` CLI entry point
Improvements
- Optimized streaming output with token buffering
- Enhanced MCP runtime stability
- Improved Docker KB and Web authentication
- Added comprehensive i18n support
Bug Fixes
- Fixed MCP runtime crashes on first tool invocation
- Fixed REPL prompt tuple error
- Fixed context truncation and memory separation
- Fixed Docker KB and Web auth issues
- Fixed TUI buffer thinking/content tokens
Upgrade Notes
The TUI framework has been completely rewritten in Rust, which may alter the user interface behavior. MCP configuration requires updating `read_timeout_seconds` to use a float value instead of a timedelta. The CLI entry point now supports `python -m vulnclaw`.
The Two Releases
v0.3.7
Aug 4, 2026· 3 months ago
The release focuses on advanced agent architecture, introducing parallel sub-agent execution, hot/cold memory separation, and unified context budgeting to manage complex workflows more effectively.
Full release notesv0.3.8
Aug 9, 2026· 2 months ago
This release marks a major overhaul of the user interface by migrating to a Rust-based ratatui TUI, alongside the addition of bilingual support and critical fixes to the MCP runtime and Ollama integration.
Full release notes