Releases

Tool execution runtime for the rullama agent framework — executor trait, registry, error taxonomy, sanitization, validation, transactions, smart router, plus optional orchestrator / OAuth / OpenAPI / sandbox / sessions / RAG-tool-search modules

Cluster configuration validation, planning, and config-only apply for Omnigraph.

Shared HTTP wire DTOs for Omnigraph — request/response types and engine-result → DTO mappings used by both omnigraph-server and omnigraph-cli (RFC-009). Plain serde/utoipa types; no transport or server internals.

A Wake-on-LAN proxy server written in Rust

Adaptive prompting techniques, K-means task clustering, and temperature optimization for the rullama agent framework

Runtime engine for the Omnigraph graph database.

Codebase indexing + hybrid retrieval (vector + BM25) for the rullama agent framework. Includes AST-aware chunking via tree-sitter (12 languages), Git history search, and reranking via spectral diversity / cross-encoder.

Knowledge layer — knowledge graphs, BKS/PKS, brain client, entity extraction for the rullama agent framework. RAG / spectral / code-analysis live in `rullama-rag`; prompting lives in `rullama-prompting`.

Rust SDK for the Vara Ethereum execution layer

Testing utils for developing Gear programs.

Node process wrapper utilities for ethexe

Formal symbolic AI implementation with OpenAI-compatible APIs

Tiered hot/warm/cold agent memory orchestration for the rullama agent framework — `TieredMemory` multi-factor adaptive search across the schema stores in `rullama-stores`, plus the `dream` offline consolidation engine (summarisation, fact extraction, tier demotion).

Opinionated minimum data-store set for the rullama agent framework — sessions, conversations, tasks, plans, locks, images, and tiered hot/warm/cold memory. All built on the rullama-storage StorageBackend trait.

Container-based sandboxing (Docker/Podman/host) for tool execution in the rullama framework

Your AI coding agent learned public code, not your team's private decisions. difflore turns past PR reviews into source-backed local rules.

Core library for the difflore CLI — rule store, retrieval, MCP server, hooks, cloud sync. Not intended for direct use; depend on `difflore-cli` instead.

Protocol Runtime for AI-Protocol - A high-performance Rust reference implementation

AI-Protocol policy layer: cache, batch, routing, plugins, resilience, guardrails, tokens, telemetry

AI-Protocol execution runtime core (protocol, client, pipeline, transport)

Meta-package for Qt Bridge

Qt Bridge: Proxies and interfaces between Rust and Qt

Qt Bridge: bridging code to be run in applications.

Qt Bridge: Qt type library

The Doubleword Control Layer - A self-hostable observability and analytics platform for LLM applications

RetroArch shaders for all.

Embeddable virtual machine runtime for secure, isolated code execution

Rust bindings for libpci

Raw bindings for libpci

Config loader components shared across VT Code and downstream adopters