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Added LightRAG-backed knowledge management with Markdown and PDF ingestion,
document processing, vector and knowledge-graph exploration, and contextual
retrieval for Agent tasks.
Added graph-driven WorkProject orchestration with target-scoped WorkItems,
immutable Evidence, coverage tracking, lead review, retesting, and richer
Asset, Finding, Attack Path, and Activity records.
Added downloadable Markdown report exports for Agent sessions with
configurable retention and automatic cleanup.
Expanded the default sandbox with reconnaissance, DNS, web discovery,
credential testing, binary analysis, debugging, Python, browser automation,
and wordlist tooling backed by dedicated skills.
Improvements
Reworked runtime lifecycle, conversation persistence, context budgeting,
API contracts, recovery, replay, and long-running task execution.
Consolidated backend domain packages and centralized OpenAPI/frontend
contract generation.
Refined the operator workbench, responsive WorkProject layouts, session and
transcript views, shared resource components, and bilingual documentation.
Updated sandbox permissions and project binding and renamed the default
sandbox image to penetration-runtime:latest.
Fixes
Fixed knowledge-graph tag retrieval and graph exploration behavior.
Fixed loopback Docker host connections by falling back to the local Unix socket.
Fixed Mermaid fallback rendering, nested transcript list spacing, and
playground container window render loops.