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Field notes from the people building it.

Release notes, deep dives and lessons from running robots and edge AI fleets in the field.

2 Oct 2026 · 12 min read

Admiral v00052: Workload Shells From Your Terminal, Secret Files, Alerts, and Devices That Fix Themselves

A command-line tool with workload shell access, encrypted secret files, custom alerts on metrics and logs, Bluetooth setup and repair from the browser, self-repairing updates, NVIDIA GPU support, and a fallback that gets through corporate firewalls.

Admiral Engineering releasessecurity

31 Aug 2026 · 4 min read

Admiral v00050 & v00051: Safer Updates and Downloads That Survive Bad Connections

Updates that check their own work before a reboot, downloads that pick up where they left off, and devices that get to work faster on first boot.

Admiral Engineering releasesstorage

19 Aug 2026 · 3 min read

Admiral v00049: Crash Diagnostics, Disk Encryption, and Cgroup2 Workloads

Introducing TPM/Secure Boot prep, dm-verity, automated crash recovery, cgroup2 workload management, and massive image pull refactors.

Admiral Engineering releaseshardware

15 Jul 2026 · 2 min read

Admiral v00048: Local Time Sanity, Unpairing Flows, and Image Preloading

Introducing monotonic disk-backed time logging, factory reset reworks, Shipwright image preloading, and dynamic KCP controls.

Admiral Engineering releaseshardware

6 Jul 2026 · 2 min read

Admiral v00047: Low-Level Watchdogs, Offline Telemetry Buffers, and Power Metrics

Introducing physical hardware watchdog petting, offline AirDetect buffering, integrated battery metrics, and emergency provisioning recovery.

Admiral Engineering releaseshardware

25 Jun 2026 · 2 min read

Admiral v00044 - v00046: Mesh Fallbacks, Bandwidth Prioritization, and AirDetect

Launching AirDetect spatial analytics, KCP/FEC mesh resiliency, and adaptive bandwidth prioritization.

Admiral Engineering releasesnetworking

22 Jun 2026 · 4 min read

Admiral v00043: Hardware Endurance, Storage Optimizations, and High-Fidelity Edge Telemetry

Introducing ZRAM migration, native FS scrubs, rapid DHCP onboarding, and robust physical edge instrumentation.

Admiral Engineering releaseshardware

21 Jun 2026 · 3 min read

Admiral v00041 & v00042: Streamlined ARM64 Pipelines, Native Snapshots, and Hardened Workload Control

Bringing major ARM64 system-level enhancements, and tighter workload environment alignment to edge environments.

Admiral Engineering releasesstorage

20 Jun 2026 · 4 min read

Admiral v00039 & v00040: Hardening Edge Networking, Storage, and Resilience

From intelligent SD-WAN link selection and automatic 6-hour rollbacks to wear reduction and installer diagnostics, this release brings enterprise-grade stability to harsh environments.

Admiral Engineering releasesnetworking

2 May 2026 · 6 min read

The Case Against Kubernetes at the Edge

Kubernetes is the most successful infrastructure software of the last decade. It's also the wrong tool for the edge. Here's why lightweight distributions don't fix the architectural mismatch - and what edge fleets actually need instead.

Alexander Turner opinionarchitecture

22 Apr 2026 · 4 min read

Build a PS2 Emulator on the Edge with Admiral

We packaged PCSX2 as an Admiral workload; X11, ALSA, gamepad passthrough, remote workload shell access and all. A fun demo that happens to exercise nearly every hard part of the platform.

Daniel Ward tutorialscommunity

26 Mar 2026 · 6 min read

Zero Trust for Edge: Rethinking the Perimeter

The perimeter model assumed you could draw a line around your infrastructure. Edge fleets broke that assumption years ago. Here's what a coherent zero-trust model for edge actually looks like.

Alexander Turner securityarchitecture

11 Mar 2026 · 2 min read

Open a Workload Shell on Admiral.

Use admrl exec to open an interactive shell or run a command inside your running workload, without an SSH server, shared keys or inbound ports.

Alexander Turner guidessecurity

4 Mar 2026 · 8 min read

Preparing Your Edge Fleet for the Post-Quantum Era

Why "harvest now, decrypt later" is a real threat for long-lived signage and edge devices, what an adversary actually does once they're in, and how Admiral's hybrid post-quantum cryptography removes the attack from the table entirely.

Alexander Turner securityengineering

18 Feb 2026 · 4 min read

Why We Ship Our OS as an OCI Container

Why Admiral ships the entire root filesystem as a signed OCI image - and how that single decision eliminates drift, simplifies CI, and changes how embedded teams work.

Alexander Turner engineeringplatform