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A compiled, PyO3-bound wifi-densepose pip package for passive WiFi-CSI sensing now ships three opt-in SOTA extras, each proven bit-identical to the native Rust core via a SHA-256 parity harness.
Today RuView and Cognitum.one moved two vendor integrations from research into reproducible, simulator-first Rust betas. Both integrations label synthetic data explicitly and stop short of claiming physical-hardware validation before the boards and vendor SDKs arrive.
MetaHarness v0.3.2 optional signed Meta-Proxy sidecar
MetaHarness v0.3.2: optional signed Meta-Proxy sidecar
metaharness@0.3.2 is now available on npm.
Meta-Proxy is an opt-in local Rust sidecar for a loopback, Claude-compatible routing endpoint. It is not bundled into the npm package and is never downloaded during normal harness scaffolding.
Ruflo v3.32.2 stable Codex integration, recovery, and validation guide
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Ruflo v3.32.2 is a stable release. It contains no alpha tag and is published as `latest` for `ruflo`, `claude-flow`, and `@claude-flow/cli`.
## Why a release was required
The reported Codex failures came from immutable cached plugin versions and an MCP cold-start budget that was too short:
- `ruflo-core/0.2.2/hooks/hooks.json` and `ruflo-cost-tracker/0.26.0/hooks/hooks.json` could be cached as empty/invalid content, producing `expected value at line 1 column 1`.
- Once hook loading failed, the `ruflo` MCP server could still be launched, but a 30-second Codex startup limit was too short for a cold `npx` resolution and plugin initialization.
Ruflo v3.32.1 ? stable Codex integration on Windows
Ruflo v3.32.1 fixes the Codex integration failures that appeared as hook JSON parse errors, incomplete MCP startup, and 30-second startup timeouts?especially on Windows.
Status: research only; no service, harness, cloud resource, or deployment has been created. Research date: 2026-07-16 Locally verified:metaharness@0.3.1, @metaharness/harness@0.1.0, @metaharness/host-claude-code@0.1.2, @metaharness/host-codex@0.1.2, and codex-cli 0.142.5.
Executive summary
A small, continuously available coding-agent service is feasible with MetaHarness as the generated harness/control-plane layer, a durable job queue, and replaceable Claude Code and Codex execution adapters. The simplest credible GCP topology is an authenticated Cloud Run API plus Pub/Sub and a Cloud Run worker pool kept at one or more instances; the worker pulls jobs, creates a disposable repository workspace, invokes either claude -p or Codex, publishes artifacts and status, and destroys the workspace.
Every Git worktree of a ruflo project started its own autonomous daemon, each daemon independently scheduled three Claude-powered background workers, and nothing coordinated across worktrees — so the number of autonomous Claude launches per hour scaled linearly with worktree count, with no ceiling.
RuVector 2.3.0: local Rust & npm embeddings via Lattice, plus a full cargo-audit/cargo-deny CVE cleanup
RuVector 2.3.0: Local Rust & npm Embeddings with Lattice, Plus a Full CVE / Supply-Chain Cleanup
TL;DR:RuVector — an open-source Rust vector database with HNSW indexing, WASM bindings, and Postgres integration — just shipped local (no-API-key) embedding generation via Lattice on both the Rust crate (ruvector-core@2.3.0) and the npm/WASM package (ruvector-extensions@0.1.2), fixed 3 real RustSec CVEs, and turned cargo audit + cargo deny fully green after they'd been failing on main. Full release notes: ruvector-core-v2.3.0.
Why local embeddings matter for a vector database
Most vector-search tutorials assume you're calling OpenAI or Cohere for embeddings. That's fine for a demo, but it means every insert and every query round-trips to a third party, costs money per call, and leaks your data off-box. RuVector's new Lattice integration gives you a CPU-native, pure-Rust embed