Releases

Core types + differentiated logic for wicked-estate memory: tiers, scope, reasoner seam, salience/decay, recall rerank+budget, and the extended MemoryApi trait.

GBP-layer group node: framing, AEAD, replay window, control plane and FSM. Sub-protocols (gtp/gap/gsp) build on top of this crate.

Protobuf codec for the Group Protocol Stack (GBP/GTP/GAP/GSP). Alternative wire format to CBOR per gbp_rfc §12.2.

The memory/knowledge interface seam: traits + DTOs a host (estate binary/MCP) calls so any memory implementation (e.g. wicked-memory) can plug in. Depends on NOTHING heavy; estate-core does NOT depend on this.

Length-prefixed wire transport for the Group Protocol Stack over TCP, intended as a stand-in until a QUIC binding lands.

Run a bundled helper process for a desktop app: no console window, no orphans, and a readiness wait that notices a crash.

The web view runtime under a desktop app's window: say in the person's language when WebView2 is missing, and keep form entries out of the web view's profile.

Rust library for late interaction (ColBERT) models, vendored into the docbert workspace.

Crash-safe file writes for desktop apps: write, sync, then rename into place.

MLS (RFC 9420) integration for the Group Protocol Stack: openmls 0.8 plus a ChaCha20-Poly1305 AEAD layer driven by labelled exporters.

Unofficial Tastyworks API

Library for working with HelixDB

Group Broadcast Protocol base layer: GbpFrame (CBOR), control plane and error object. The IP-like substrate that GTP, GAP and GSP build on top of.

High-performance Tree-structured Parzen Estimator for Bayesian optimization

Core type vocabulary for the Group Broadcast Protocol stack: stream classes, frame flags, FSM states, opcodes and the error code registry.

A fast, zero-dependency, memory efficient bump allocator with chunk reuse and scoped stack support

Offline educational practice-assessment score conversion

High-performance async timer library based on Hierarchical Timing Wheel algorithm

Utilities for working with financial options

Safe value, lifecycle, registration, and ownership layer for Excel XLLs

PLAID-style multi-vector index for docbert (ColBERT late-interaction)

XLL bundle validation, PE dependency checks, and package staging

Attribute macros for macro-first Excel XLL add-ins

Raw Excel 12 XLL ABI definitions and callback trampoline

High-performance generational arena using handle-based deferred insertion with O(1) operations

Spine: shared graph types + the five traits every wicked_estate crate implements.

Experimental Rust-native durable ordered key-value engine for Thingd.

Pi coding agent adapter for Tuff.

Crossword-generating library and CLI tool

Starlings at dusk, in your terminal.