Releases

Tokenizer and parser

Agent-doc/session observability for tsift — cost, digest, review, guardrails, and log parsing

Quality-gate surfaces for tsift — audit, perf gates, DCI benchmarks, runtime churn detection

Tsift cached LLM analysis — pre-computed summaries, entities, relationships, and snapshot-fallback reader

Tsift index foundation — config loading, project walk, init/instructions, AST symbol index

Trace analyzer and scorer (F-04): deterministic assertions, LLM-as-judge, failure clustering

Process and subprocess execution with timeout and signal handling

libSQL graph store backend for tsift

Read and write Blizzard game assets from Rust: models (MDX, M2, M3), textures (BLP, DDS, PNG, JPEG, BMP, TGA, TIFF, GIF) and archives (CASC, MPQ).

No-std LED ring animation engine: spatial patterns (solid, fill, heatmap, dots) + temporal modifiers (blink, pulse, rotate, glow). Generic over ring size.

Generated Rust client for the Nolgia API

A library providing high-level interfaces for discovering and controlling LaserCube devices

Tokensave DB reader adapter for tsift — schema mapping + FTS5 search

A concurrent growing element size linked list with stable pointers.

Test utilities, mock providers, and assertion helpers

Shared cache primitives for tsift and agent-doc integrations

CLI for the Nolgia generative media platform (image, audio, video)

Multi-strategy reference resolution, scoring heuristics, and path blocklist for tsift

Graph algorithms for tsift — Tarjan SCC, health scoring, dead code detection, coupling analysis

Language-aware graph extraction — call sites, routes, community detection, and path finding for tsift

SQLite graph store backend for tsift

Safe Rust wrappers over xybrid-llama-sys: RAII model/context handles, streaming trampoline, typed errors. Zero `unsafe` on the public surface.

Structural (ast-grep) code search and rewrite engine for tsift

Pure-Rust SMB2/3 client library with pipelined I/O

Encryption utilities: AES-256-GCM and ChaCha20-Poly1305

Raw FFI bindings to llama.cpp. Build-time clones + cmake-compiles the pinned upstream commit; first-party C++ shim lives in wrapper.cpp.

Service discovery with load balancing strategies

Procedural macros for the xybrid SDK (e.g. #[hybrid::route]).

No-std LED ring animation engine: spatial patterns (solid, fill, heatmap, dots) + temporal modifiers (blink, pulse, rotate, glow). Generic over ring size.

Dataset collection framework: source, transform, target, collector