
awaBerry
Control and automate devices - zero-trust, no VPN & inbound
What it does
awaBerry gives you complete, zero-trust remote access to any device — Raspberry Pi, cloud server, laptop, or Docker container — without opening a single firewall port or configuring a VPN. Flash a bespoke cloud-built OS image to your SoC board. SSH in, remote desktop, transfer files, or tunnel securely to any local port — from anywhere. Then automate it: run AI agents against your devices via the Agentic API or MCP server. Your hardware. Your data. Fully under your control.
Does the same job
all alternatives →

- OSOndevice SSH – Terminal emulator for devices without public IP address2017 · ondevice.io · ▲152

- RTRemote terminal via WebRTC, incl. file-transfer – no SSH/VPN required2023 · transitiverobotics.com · ▲22
Perhaps the easiest way to get a shell on your remote devices wherever they are (even behind NATs and firewalls) -- no VPN required. Offers file transfer right from the terminal itself. Because it is web-based and connects via WebRTC it is better than VPN + SSH in every way: - no setup required on the client machine, it hence works on all OSs and even your phone, - it will always find the shortest-path to your robots, meaning it won’t go through the cloud if you are on the same network as your robot - still end-to-end encrypted - file upload via drag & drop - file download by clicking on…
- APAutomatic proxy setup for SSH'able boxes that have no network access2021 · github.com · ▲51
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Launched alongside, May 2026
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Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai


- NW
Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
Life & fun · May 2026 · github.com
- FM
Dev tools · May 2026 · github.com