v0.1.15 v0.2.21

Name: llama.cpp
Author: ggml-org

medium risk

ggml-org/llama.cppSep 9, 2026 → Sep 9, 20261 day between releases

What's New

Introduces tool identity tracking, activity logging, and moves packaging to PyPI Trusted Publishing.

New Features

Tool identity tracking via environment markers or MCP handshake.
Append-only activity logging for tool and session operations.
Session management APIs with a live context mesh in the UI.
New `--tool` flag for CLI commands to name agents explicitly.
PyPI Trusted Publishing for package distribution.

Improvements

ActivityService writes JSON lines using O_APPEND for performance.
Packaging moved to PyPI Trusted Publishing with a trimmed sdist.
Free-text client names now fold onto registry slugs for deduplication.

Upgrade Notes

Agents can now name themselves using the `--tool` flag on CLI commands. MCP clients must ensure `clientInfo` is passed in the handshake for identity resolution. Packaging has migrated to PyPI Trusted Publishing.

The Two Releases

v0.1.15

v0.1.15 — data that says what it is

Sep 9, 2026· 1 month ago

A major feature release introducing new markets, brokers, and Quant Library additions.

Full release notes

v0.2.21

Sep 9, 2026· 1 month ago

Introduces tool identity tracking, append-only activity logging, and session management APIs, along with a new live context mesh in the UI and moves packaging to PyPI Trusted Publishing.

Full release notes