A developer details their 2026 homelab stack, which runs across four machines including a Mac Mini, Ubuntu mini PC, Raspberry Pi 4, and Raspberry Pi 5 with Hailo 8 AI HAT. The stack uses Traefik for r…
Developer Jeff Triplett describes a remote development setup using Tailscale, tmux, and Mosh to seamlessly move between devices without losing work. The stack enables secure, persistent sessions acros…
A developer released Hermzner, an open-source tool that provisions a hardened Hermes AI agent on a Hetzner VPS using rootless Podman and Tailscale. The setup includes Terraform and Ansible scripts for…
A developer released PySpell, a sandboxed evaluator for ESP32 microcontrollers that runs a safe subset of Python and Rust, enabling local execution of code generated by a tiny 0.45M-parameter language…
Tailscale expanded its AI access and control platform Aperture with a browser chat interface, universal data connectors, identity-preserving access, and sandboxing for AI agents, aiming to give IT tea…
Tailscale launched new capabilities for its Aperture AI access and control platform to help IT teams manage shadow AI, providing a stable layer for identity, access, and control across evolving models…
Tailscale, a Toronto startup, updated its Aperture product with features targeting shadow AI, corporate data access, and agent controls to help businesses manage rapidly evolving AI tools.…
A developer debugging a local AI mesh network discovered that control-plane health checks can report green while the data plane is dead. The issue was caused by privacy VPN killswitch rules silently d…
Myanmar blocks Tailscale with a simple SNI filter targeting *.tailscale.com, disrupting connectivity for journalists and remote workers. A developer and an AI agent identified the block and built a co…
The third AI Shoulder Surf meeting on May 28, 2026, featured participants using Tailscale to securely access private home labs. Olaf built a triathlon training plan with Claude and hosted it on his Ta…
A developer built a cross-machine memory query system that allows querying a Linux box's memory store from a Mac in about 20-30 milliseconds. The system uses an opt-in environment variable (`POTLUCK_P…
AI expert Senko Rašić warns that AI-generated designs are converging toward a uniform aesthetic, exemplified by the "contemporary Fraunces serif magazine editorial" style seen across multiple AI tools…
OpenAI integrated Codex into the ChatGPT mobile app on May 14, 2026, providing an official first-party path for mobile code development. Five realistic options now exist for using Codex from a phone, …
Deno open-sourced Claw Patrol, an agent firewall that intercepts traffic between AI agents and production systems to parse non-HTTP protocols and enforce action-level rules. The gateway extracts wire-…
A developer runs more than ten Hermes agents across several servers for coding, project review, and decision-making, using Markdown "anchor" files as a control plane to manage the system and reduce co…
Developer Matt Coles has built lgtmaybe, a provider-agnostic PR reviewer supporting six model backends with a single --provider flag, shipping as a PyPI CLI and GitHub Action. He also maintains a home…
A developer built a personal AI agent called Al after finding existing options like OpenClaw too expensive and unpredictable. The agent runs on a remote server using Pi, OpenCode Go, Telegram, and oth…
Crabbox has introduced Pond, a lightweight runtime grouping system that allows developers to organize related cloud leases under a shared label for AI agents and CI workflows. The system supports thre…
A developer has released HiTerm, a free open-source remote terminal that syncs a PC to a phone in real-time, enabling users to monitor AI coding agents like Claude Code, Codex, and Gemini CLI from any…
A developer built ATerminal, a self-hosted browser terminal that provides full shell access from an iPhone via Tailscale, eliminating the need for cloud services or app store dependencies. The project…