Very thorough write up. Clearly a lot of performance improvements across their stack. As if it wasn't detailed/long enough already, I would have loved to see some application-level benchmarks that gave a hint of the cumulative performance gains we should expect.
You don’t need to, but if you ever want to really optimise some code, understanding what it turns into on the target CPU really helps. Especially if you know the implications for any particular instruction (cost of memory access, potential branch prediction misses, etc)
The three* letter mnemonics are usually pretty easy to decode, even if you don’t know the architecture: anything beginning with ‘B’ will be branch, so ‘ble’ is branch if less than or equal. L and S based mnemonics are unusually Load and Store from and to memory. After that it’s understanding the stack and registers and you’re pretty much good to go.
Everything in assembly is loading something from memory into registers doing something basic with those registers, like add/divide/etc and then putting the result back into memory or using the result to make a decision to jump to processing instructions from another place in memory.
Most devs won’t ever need to know this stuff, but as someone who grew up with computers that could barely do anything without grinding to a halt (8bit computer, 2mhz processor, 32kb of RAM, 20kb of which is for the screen), knowing this stuff was essential; however I still find this stuff useful today, even with my C# work.
I am a bit of a performance tuning nerd though, so…
Not really, you only need to know you can get at it. One day you might be doing something like processing images or video and you are finding it slow and getting down to this level can be helpful. But it wouldn't necessarily be the first thing you'd look at.
Buildings games in Unity feels like magic with frontier reasoning models.
Assuming you are competent with scene work and the various art pipelines, the rest of the problem is significantly easier now.
I've been using the Unity CLI to run arbitrary C# code against Unity 6 scenes without requiring domain reloads. It uses Roslyn to compile the snippet in a special Unity editor component instead of running the normal compilation pipeline.
The implications for a reasoning model are significant. Domain reloads in my projects can take 10-20 seconds. Compound across 5-10 tool calls and the difference adds up very quickly.
Flip side: LLMs have to be very explicitly told to code in "modern" .NET and C# due to lack of representation in the training set.
Case in point: extension members from C# 14 is one that LLMs commonly stumble on and requires an explicit example. It still sometimes says that this is not valid syntax.
extension(SomeType instance)
{
public OtherType DoSomething() { ... }
}
Agents really struggle on this one for some reason.
Even older releases have a few that I notice LLMs making mistakes on like use of `System.Threading.Lock` over `Object` when locking.
Ah the traditional browser stress test from the .NET team. :)
Joke aside, yet another interesting read of all little improvements that go across all the runtime, and very much appreciated that they put out the effort to go through this detail level.
> The sections that follow are full of real improvements. A bounds check removed, an allocation that no longer happens,
Annoyingly the.net blog seems to have started to use LLMs to write their copy. Using "real" twice in one paragraph - do LLMs do that? Lots of commas is a tell for me.
> This is a long one. It’s meant to be. Grab your hot beverage of choice, settle in, and let’s turn it up.
These comments about potential LLM usage are so boring. Stephen is doing this kind of blog post since 6+ years. They all look the same. Read it! It’s very good. Performance deep dives with this kind of quality are rare.
I suspect it was done old school: Written by Stephen and passed to a LLM to fill in all those links and other garnish and then passed back for final polish by Stephen. That's how I do my write ups (but generally without the LLM bit for shorter efforts).
This is a long write up, and I'm sure it will have been assisted, but in the right way, and not a sloppy way.
I've dropped several commas before conjunctions, soz!
FWIW the .NET 10 release also had 2 occurrences of "real" in literally the first paragraph.
I, too, tire of the constant YOU WROTE THIS WITH LLMs outrage. An incredible engineer dumped an ENORMOUS amount of technical knowledge at your feet, and you're commenting on the smell? Is that all you have to contribute?
I saw this too on the Ryan Carniato/SolidJS 2.0 announcement post. A world-class engineer makes a great blog post, and all the comments can focus on are the LLM-smells. Oh well. Any reason not to learn, I guess.
The three* letter mnemonics are usually pretty easy to decode, even if you don’t know the architecture: anything beginning with ‘B’ will be branch, so ‘ble’ is branch if less than or equal. L and S based mnemonics are unusually Load and Store from and to memory. After that it’s understanding the stack and registers and you’re pretty much good to go.
Everything in assembly is loading something from memory into registers doing something basic with those registers, like add/divide/etc and then putting the result back into memory or using the result to make a decision to jump to processing instructions from another place in memory.
Most devs won’t ever need to know this stuff, but as someone who grew up with computers that could barely do anything without grinding to a halt (8bit computer, 2mhz processor, 32kb of RAM, 20kb of which is for the screen), knowing this stuff was essential; however I still find this stuff useful today, even with my C# work.
I am a bit of a performance tuning nerd though, so…
[*] or more
I can wind it up to 15! \||/ (is there an official ASCII art four finger devil's horns)
nob end!
Assuming you are competent with scene work and the various art pipelines, the rest of the problem is significantly easier now.
I've been using the Unity CLI to run arbitrary C# code against Unity 6 scenes without requiring domain reloads. It uses Roslyn to compile the snippet in a special Unity editor component instead of running the normal compilation pipeline.
The implications for a reasoning model are significant. Domain reloads in my projects can take 10-20 seconds. Compound across 5-10 tool calls and the difference adds up very quickly.
Case in point: extension members from C# 14 is one that LLMs commonly stumble on and requires an explicit example. It still sometimes says that this is not valid syntax.
Agents really struggle on this one for some reason.Even older releases have a few that I notice LLMs making mistakes on like use of `System.Threading.Lock` over `Object` when locking.
Joke aside, yet another interesting read of all little improvements that go across all the runtime, and very much appreciated that they put out the effort to go through this detail level.
Annoyingly the.net blog seems to have started to use LLMs to write their copy. Using "real" twice in one paragraph - do LLMs do that? Lots of commas is a tell for me.
> This is a long one. It’s meant to be. Grab your hot beverage of choice, settle in, and let’s turn it up.
Ugh.
I suspect it was done old school: Written by Stephen and passed to a LLM to fill in all those links and other garnish and then passed back for final polish by Stephen. That's how I do my write ups (but generally without the LLM bit for shorter efforts).
This is a long write up, and I'm sure it will have been assisted, but in the right way, and not a sloppy way.
I've dropped several commas before conjunctions, soz!
I, too, tire of the constant YOU WROTE THIS WITH LLMs outrage. An incredible engineer dumped an ENORMOUS amount of technical knowledge at your feet, and you're commenting on the smell? Is that all you have to contribute?
I saw this too on the Ryan Carniato/SolidJS 2.0 announcement post. A world-class engineer makes a great blog post, and all the comments can focus on are the LLM-smells. Oh well. Any reason not to learn, I guess.