v0.3.6 v0.3.7
medium risk
swirlai/swirl-searchJul 25, 2026 → Aug 4, 202610 days between releases
What's New
Adds parallel sub-agent spawning and cold-hot memory separation for advanced agent architecture.
New Features
- Parallel sub-agent spawning with `spawn_subagents` tool for concurrent attack exploration.
- Cold-hot memory separation system with configurable hot context limits (48 entries/32K tokens).
- Unified context budget and structured compression for deterministic LLM prompt management.
- TUI real-time monitoring panel for sub-agent status, roles, and progress.
- Web Settings configuration page for managing context compression and memory settings.
Improvements
- Context compression reduces token usage with deterministic digests and sensitive data sanitization.
- Tool loop context refactoring uses `asyncio.to_thread` to prevent blocking sibling agents.
- Memory search retrieves archived cold memory on demand to manage large tool outputs.
- Structured compression ensures audit events are complete while protecting sensitive fields.
- Web module updated to support the new context and memory configuration UI.
Upgrade Notes
The upgrade is backward compatible with existing configurations. Users can now manage context compression and memory settings via the new Web Settings interface. The internal memory architecture has changed to automatically separate hot and cold memory.
The Two Releases
v0.3.6
v0.3.6
Jul 25, 2026· 3 months ago
A minor update refining the user interface and adding internationalization support for English-language runs.
Full release notesv0.3.7
v0.3.7
Aug 4, 2026· 3 months ago
Focuses on advanced agent architecture with parallel sub-agent spawning and a sophisticated cold-hot memory separation system to manage context effectively.
Full release notes