PHYSICAL AI IN PRACTICE
Physical AI & Embedded Linux Resource Library
The Peridio Resource Library is a collection of guides, demos, videos, webinars, podcasts, and field notes for engineers building Physical AI and embedded Linux products on hardware like NVIDIA Jetson and NXP i.MX.
Filter to the format you need, without the embedded Linux burden.
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Showing all 35 resources
Heterogeneous by Default: How Robotics Compute Stopped Being One Chip
A technical brief mapping the four workload tiers inside a modern robot: the silicon that serves each, and what spanning three of them costs your software.
Three Pinned Pythons on One Device: Per-App CPython Isolation with uv
Three apps each pin a different Python version with their own native wheels and collaborate over NATS in a producer-to-processor-to-aggregator pipeline on one Avocado OS image.
Agentic Development: A Rust Prometheus Exporter on a Raspberry Pi 4
An AI agent inside Avocado Desktop generates, compiles, and deploys a Rust metrics service to a Raspberry Pi 4 from a plain-language spec.
One Codebase, Three Boards: QEMU → Raspberry Pi → NVIDIA Jetson
The same Node.js dashboard runs across QEMU, Raspberry Pi, and NVIDIA Jetson by changing only the target configuration, demonstrating Avocado OS portability.
Hardened Boot on i.MX93: LUKS2, dm-verity, IMA/EVM & TPM2-Sealed Keys
Pull the flash off an NXP i.MX93 running Avocado OS and you get ciphertext: layered disk encryption, filesystem verification, runtime integrity, and hardware-sealed keys.
The Fastest Path to AI Vision on NVIDIA Jetson
A DeepStream multi-model vision pipeline built and flashed to an NVIDIA Jetson Orin Nano in about 13 minutes total, using Avocado OS.
Two Boots to Trust an Update: A/B Rollback on Avocado OS
An A/B boot scheme with automatic rollback and cryptographic verification makes a bad OTA release survivable instead of fleet-wide-fatal.
Prototype to Production: What Computer Vision Teams Wish They Knew
A preview talk in which Peridio outlines the prototype-to-production gap for computer vision teams and what they wish they'd known earlier. (Hosted on the Edge AI and Vision Alliance channel.)
Ship Vision AI on NVIDIA Jetson Without the 18-Month Detour
A playbook for deploying computer vision AI on industrial NVIDIA Jetson hardware, comparing Ubuntu, in-house Yocto, and a pre-integrated Avocado OS + Advantech stack that reaches production in days, not months.
Avocado OS: Production-Grade Embedded Linux for Physical AI & Robotics
An overview of Avocado OS as a production-grade embedded Linux platform for Physical AI and robotics workloads.
Avocado OS x iCAM-540: NVIDIA Jetson Vision Demo
A live demo of Avocado OS running on the iCAM-540 industrial camera, showcasing NVIDIA Jetson-powered edge vision.
Run NVIDIA DeepStream on Jetson Nano Using Avocado OS
A step-by-step walkthrough of running an NVIDIA DeepStream inference pipeline on a Jetson Nano with Avocado OS.
How to Provision Avocado OS onto an NVIDIA Jetson Nano DevKit
Step-by-step setup guide for provisioning Avocado OS onto an NVIDIA Jetson Nano developer kit.
Peridio Bridges the "Infrastructure Gap" in Physical AI with Avocado OS; Delivers Standardized Operations for NVIDIA Jetson
As a Solution Advisor in the NVIDIA Partner Network, Peridio provides the standard OS for Physical AI, enabling Jetson teams to move from prototype to production in weeks.
Accelerating Product Development in the Era of Physical AI
In this session at Embedded World NA 2025, Peridio Co-Founder & CPO, Justin Schneck, explores how Embedded Linux must evolve to meet the demands of today's AI-native product development.
Avocado OS Demo at Embedded World NA 2025
See how Avocado OS powers next-gen robotics, from vision-language models (VLMs) and vision model agents (VMAs) to autonomous systems that learn, adapt, and stay secure in production.
Jetson Provisioning Now Available with Avocado OS
Native provisioning support for NVIDIA Jetson Orin Nano, Orin NX and AGX Orin is now available in Avocado OS!
Building Production Infrastructure for the Physical AI Era
In this session, Peridio Co-Founder and CPO, Justin Schneck dives into the challenges slowing embedded Linux and Edge AI projects
Ship Your Apps to Embedded Devices in Under 10 Minutes with Avocado OS
See how application developers can ship to embedded devices without getting stuck in systems engineering bottlenecks.
Seeed Studio reTerminal x Avocado OS: Production-Ready Industrial HMI in Minutes
Watch as we demonstrate a turnkey, full-stack solution that simplifies Linux for deterministic, secure OTA-ready deployments.
The Future of Embedded Linux & Edge AI with Peridio
In this episode of AppDevANGLE, recorded live at Open Source Summit NA 2025, Paul Nashawaty, Principal Analyst at theCUBE Research, sits down with Justin Schneck to discuss Avocado OS, a modern, developer-friendly distribution for embedded systems and Physical AI.
NVIDIA Jetson Live Demo: Fast Dev Loops + AI at the Edge
In this demo we showcase accelerated development loops on Jetson + running triton inference for AI workloads with Avocado OS
Avocado OS With Justin Schneck
Justin joins the TMPDIR Podcast to discuss how Avocado OS is challenging the embedded Linux status quo.
From Blinky Lights to Avocado OS: Justin Schneck on Building the Future of Embedded Linux
Our CPO, Justin Schneck, joins Hologram's Innovator of Things podcast to discuss how we're building the future of embedded Linux with Avocado OS.
Meeting CRA Compliance Through Integrated Device Security
Learn key strategies for CRA compliance from Peridio & Keyfactor experts on device security, certificate management, and compliance.
Engineering for Next-Gen Embedded Products
Designing AI systems for embedded applications requires strategic constraints and careful hardware selection.
Getting Firmware Releases onto a Predictable Cadence
Modern firmware teams are moving beyond manual processes by implementing automated, predictable release strategies.
Accelerate Industrial AI on NVIDIA Jetson Orin Nano with Peridio & Avocado OS
Peridio and Avocado OS transform Jetson Orin Nano into a secure, deployable industrial AI platform.
All-in-One AI Vision from Development to Production
Advantech and Peridio provide a complete, programmable foundation for industrial-grade vision systems that can move seamlessly from lab to large-scale field operations.
Unlock Industrial Vision & Edge AI with NXP i.MX 8M Plus
Peridio & Avocado OS transform i.MX 8M Plus from development kit to deployable industrial platform.
Scaling Software Distribution for Hardware Companies
Explore the practical challenges and solutions that hardware companies face when managing software distribution.
Autonomous 2.0
Supporting Variscite customers in the development of edge AI/ML applications with expert insights.
Hello Jetson
Learn about NVIDIA-focused AI native IoT solutions and the benefits of standardized operations.
Scaling IoT Teams that Build Ambitious Products
Learn how to build and scale IoT teams that can deliver ambitious products from industry leaders.
Bridging Development Agility and Production Readiness in Embedded Linux
Avocado OS represents a fundamental shift in approaching embedded product development. See how in this comprehensive whitepaper.
Resource Library FAQ
Quick answers about Peridio resources for Physical AI, NVIDIA Jetson development, demos, and embedded Linux.
What resources does Peridio offer for NVIDIA Jetson development?+
Peridio offers Jetson-focused demos, field notes, videos, solution briefs, and guides covering Avocado OS provisioning, DeepStream vision pipelines, industrial cameras like the iCAM-540, and production OTA on NVIDIA Jetson hardware.
Where can I find Peridio field notes?+
Browse all Peridio field notes on our docs site: docs.peridio.com/field-notes. The Field Notes library has step-by-step write-ups covering AI vision on Jetson, Python isolation, multi-board portability, hardened boot, and A/B rollback.
What is the Peridio Resource Library?+
The Peridio Resource Library is a collection of guides, demos, videos, webinars, podcasts, and field notes for engineers building Physical AI and embedded Linux products on hardware like NVIDIA Jetson and NXP i.MX.
How do I get started with Avocado OS on embedded hardware?+
You can start building with Avocado OS for free in the Getting Started guide. We support 20+ hardware targets today, with many more in evaluation. See the hardware support matrix.