I’ve been experimenting with what a next-generation embedded Linux build system might look like: native builds on the target architecture, modern language package managers as first-class citizens, and AI as a primary interface to the system.

Instead of cross-compiling with a large meta-layer stack, the tool builds kernel, rootfs, and applications together using one engine, with a CLI, TUI, and AI assistant talking to the same core. All you need is the tool, Docker, and Git — no global SDKs or hidden state.

It’s pre-1.0 and rough around the edges; I’m sharing it early to get feedback from people who live in Yocto/OpenEmbedded, Buildroot, Nix, etc. I’d love to hear where this breaks on your boards, what workflows feel wrong, and whether the “native builds + AI-aware build graph” direction seems promising.

I share some of the same observations that seem to have motivated this project, but my solution was to just use Alpine on the same architecture as the target (possibly via qemu) and then export a subset of it to a filesystem image. I implemented it as a perl module collection with no dependencies other than core perl modules, and then run the export from within the image itself. Among other things, it lets me use strace to find the runtime library dependencies of the things that need to be in the image.

https://metacpan.org/pod/Sys::Export

I've used buildroot extensively, and an occasional yockto.

My impression in recent years is that these image cross build environments are just not as frequently needed as they were back in the day of their invention.

My most recent embedded linux environments were just embedded archlinux.

No need to cross build an image, just install and run the minimized linux environment right on the target.

Of course, a big part of the need for these cross-tools is that it seems most modern embedded linux developers are running windoze on their development workstations 8-/

The problems building with Linux and GNU environments exist because they were terribly designed with assumptions like

- You're building on the same native system as GNU and Linux packages, you install them globally in the same places that servers and desktops use

- Your C, C++ compiler and entire toolchain and other binary utilities with the kernel is a one single unit that you can only change one part at a time

- You use the same up to date headers with glibc, gcc and Linux kernel

- You're building software in the same universe of all the other packages, especially gcc libraries (libgcc_s, libstdc++), glibc (especially bad since ld-linux.so is part of it)

- The build system only uses standard paths

The reason Yocto is so complicated is that developing in a Linux environment actually sucks when you're not writing web-oriented or server / VM software. Yocto fixes it. It introduces a good set of abstractions that work around terrible design decisions that were made in overall Linux ecosystem. There are a lot because the OS design is fundamentally broken, especially with C-based toolchains which is 99.999% of the ecosystem. Current C toolchains including MSVC strongly ties OS with the C's internal types and bad decisions of 70s.

As always all articles whose title asks a question are answered with NO, 99% time. By taking away the cross-compiling abilities and the workarounds doesn't fix the brokenness of Linux and overall FOSS ecosystem.

If you're looking for how a better embedded environment looks like, look at Rust toolchains. For Linux take a look at musl-libc based ones (you 100% need a systemd distro to get away from nss complexities that musl introduces). Or even better take a look at relibc. There are barely any assumptions about the target filesystem and tooling in Rust toolchains, unlike C/C++/Make toolchains. There is redox OS but it is still in slow development and they stuck with Make, which I think was a bad decision. Android uses its own build tooling but cannot run away from C/C++ tooling unless Google revives Fuschia.

I'm surprised to see no mention of Guix. It solves all of these issues, and already has a good story both for cross and native builds on a variety of architectures.

Adding new targets is deceptively easy, just copy an existing template and substitute your values.

https://codeberg.org/guix/guix/src/branch/master/gnu/system/...

https://codeberg.org/guix/guix/src/branch/master/gnu/bootloa...

I haven't used it, but there's also Avocado OS [1]. Myself, I use Yocto for our embedded build. It's not perfect but for our application, which involves building a bunch of software that uses both Swift and Flutter for an embedded audio product running on a RPi CM4, it works just fine. Shout out to Mender for A/B updates.

[1] https://www.peridio.com/avocado-os

Modern SBCs are just normal computers and not "embedded" in the traditional sense. You can generally just use Debian, and spend time on the actual project, instead of wrestling with the system