Changelog.
What shipped, when, and why — kept here instead of buried in commit history.
Ecosystem Documentation & Community Governance
Ecosystem documentation overhaul
Refreshed the docs site with custom styling, card layouts, and clearer architecture walkthroughs.
Community skill registry
Populated the skills repository with curated domain skills — cohort-analysis, data-quality-triage, outlier-detection, time-series-forecasting — with automated registry compilation.
Standardized issue forms
Cross-platform GitHub issue forms with dropdown selectors for operating system, execution backend, and LLM provider.
Organization profile refresh
A direct standalone download matrix for macOS (arm64/amd64), Linux (amd64/arm64), and Windows.
Analytics, Task Routing, Arrow Streaming & Hardening
Polars engine integration
Added Polars support alongside DuckDB and pandas for fast, multi-threaded DataFrame processing on large datasets.
Smart tiered task router
A deterministic classifier for lightweight, standard, and reasoning-heavy turns, with safe dynamic downscaling to smaller installed models.
Zero-copy Apache Arrow streaming
A high-throughput binary Arrow IPC streaming endpoint and frontend decoder for instant large-dataset previews.
Security & fuzzing
Continuous property-based fuzz testing for AST code guards and file-ingest headers, plus OpenSSF Scorecard token permissions.
Dynamic skill RAG & caching
Full integration of the semantic result cache and dynamic skill RAG retrieval.
First Consumer Release
Standalone prebuilt binaries
Pre-compiled standalone zip packages for macOS (arm64/amd64), Linux (amd64/arm64), and Windows (amd64).
One-command CLI
Introduced wizard init and wizard start — a background supervisor daemon for both services.
Evidence-backed control plane
Multi-hypothesis tracking, adversarial verification, result grounding checks, and transparent assumption extraction.
OS-native sandboxing
Secure subprocess execution with Landlock/seccomp on Linux, sandbox-exec on macOS, and Windows Job Objects.
Autonomous feedback loop
A Manager/Worker ReAct agent cycle with automatic Python traceback recovery.