Releases

Core engine for rustbrain: SQLite knowledge graph, ranked FTS, CSR mmap cache, and graph-aware AI context

CLI for rustbrain — a lightweight Rust-native second brain for humans and AI agents

Type system primitives for the mir PHP static analyzer

A framework for real-time analysis of ADS-B and Mode S surveillance data

A brief description of what the inst crate does.

Encapsulation of QUIC connections, a part of dquic

An IETF quic transport protocol implemented natively using async Rust

NAT traversal utilities for QUIC, a part of dquic

dquic's network interface and IO abstractions

gen — typed shikumi::TieredConfig for the universal package-manager engine. Owns the operator-facing knobs: workspace root resolution, cache substituter URLs, render policy (per-crate / per-tree), the target the engine evaluates predicates against, and the discovery rules that map a directory to an adapter.

gen — typed (defadapter …) spec + scaffold-generator. Every new gen-X adapter is authored as one typed AdapterSpec value (or one tatara-lisp (defadapter …) form when the Lisp runtime ships); adapter-forge synthesizes the scaffold (lib.rs / error.rs / raw.rs / tests) from the spec. The shape is distilled from gen-cargo + gen-npm + gen-bundler — the next 6+ adapters land as ~50-line typed specs.

Shared types and SIMD kernels for katgpt-rs and riir-engine

Core structure of the QUIC protocol, a part of dquic

Sleep-Time Query Anticipator — offline query anticipation substrate (arXiv:2504.13171 Lin et al.). SleepTimeAnticipator orchestrates per-direction sleep-time compute, emits reusable AnticipatedQuerySet (c' artifact, BLAKE3-committed); wake-time consume() does cheap dot-product + sigmoid-gated lookup. Pure substrate, sigmoid (never softmax), modelless.

Mathematical foundations for OxiZ SMT solver

KG Latent Octree Sense substrate — octree construction, reconstruction, BAKE precision-gated update, LOD routing, serialization. Spun out of katgpt-core::sense (Issue 007 Phase E Tier 2 #7). Depends only on katgpt-types (the leaf).

Personality-Weighted Latent Layer Composition — sigmoid-gated N-layer latent direction composition + reward-surprise drift + BLAKE3-committed snapshot. Entity-agnostic, modelless, sigmoid (never softmax).

MCP server for agnix - AI agent config linter

Language Server Protocol implementation for agnix

gen — swift adapter. Parses Package.swift + lockfile into a typed gen_types::Spec emission. One of N adapters that share the typed core via Spec/QuirkRegistry/Invariants traits.

gen — Ruby/Bundler adapter. Parses Gemfile + Gemfile.lock into gen_types::Manifest. The bundler half of the universal package-manager engine; sibling of gen-cargo + gen-npm. Authored Gemfile parsing is line-oriented (DSL eval intentionally deferred — pleme-io's Bundler usage is declarative-shape).

gen — poetry adapter. Parses pyproject.toml + lockfile into a typed gen_types::Spec emission. One of N adapters that share the typed core via Spec/QuirkRegistry/Invariants traits.

gen — ansible adapter. Parses galaxy.yml + lockfile into a typed gen_types::Spec emission. One of N adapters that share the typed core via Spec/QuirkRegistry/Invariants traits.

Micro-recurrent belief-state kernel — implicit per-entity state tracking. Single-paper distillation (arXiv:2604.17121). Depends only on katgpt-types (SIMD kernels) + blake3 + fastrand.

Higher-order Linear Attention (HLA) substrate — O(1) inference cache types and streaming kernels. Pure substrate, depends only on katgpt-types (Config + SIMD).

gen — gomod adapter. Parses go.mod + lockfile into a typed gen_types::Spec emission. One of N adapters that share the typed core via Spec/QuirkRegistry/Invariants traits.

Reserved

Reserved

Type-safe indexes.

gen — pip adapter. Parses pyproject.toml + lockfile into a typed gen_types::Spec emission. One of N adapters that share the typed core via Spec/QuirkRegistry/Invariants traits.