Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identically. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offline, without rerunning it. Cluster mode, air-gap deploy. https://bernstein.run

Lightweight KubeVela that runs as Daemon in single node with high availability.

An example implementation of offline activation for air-gapped machines using QR codes, signed and encrypted license files, and a mobile device.

Secure cross-platform USB HID keyboard dongle that types passwords and text from Android and iOS apps into any computer or console, without exposing secrets to the host.

Локальный AI-работник для 1С: агент + GLM-5.2 с диска, полностью в контуре заказчика. Air-gapped local AI worker for 1C with on-disk GLM-5.2 inference.

Break libcimbar's ~10MB transfer limit by chunking large files across multiple fountain streams. Works with the sz3/cfc Android receiver, no fork required.

Passive RF rogue-emitter detector — finds hidden cellular modems, rogue APs and wireless bridges in air-gapped OT sites from a spectrum sweep, transmit-free.

Air-gap-native agentic coding for closed environments — a hardened OpenCode TUI driven by a local model, with rtmx as the intent layer. Zero egress by construction.

Governed knowledge store for autonomous organizations. Trust tiers, content-addressed storage, Merkle verification, knowledge lifecycle, air-gap native.

A modern and lightweight alternative to kiwix-serve for your ZIM files

A centralized ACME gateway to provision Let's Encrypt certificates to isolated internal services

Offline OCI registry for air-gapped environments - encrypted USB transfers with delta sync

Secure Optical Air-Gap File Transfer via QR-Code GIFs Hiss secrets into yarn balls 😼 — cat-meme QR GIFs built for camera loss (fountain codes) and fail-closed crypto.

Blockchain enabled Adversarial Threat Intelligence Sharing for Robust Ransomware Detection in air gaps

English as Technical language final project.

Harbor를 폐쇄망(에어갭) 환경에서 운영하는 방법을 단계별로 학습하는 실습 랩 (WSL2 + Docker Desktop + Harbor + kind/K8s)

Secure OpenClaw deployment for enterprise: air-gap, kill switch, compliance logging, tool policy profiles, audit trail

Portable OpenWebUI workbench with offline model packages, tools, filters, skills and import artifacts.

AI/ML Applications That Stays on the Edge

Append-only USB flash drive on ESP32-S3 — write files without mounting a disk (YMODEM over USB-CDC)