I had this on some of my optimisation passes using Claude via Windsurf.
Big on process my Rules files was sprawling but I slimmed down the frequent rules and broke out the rest to sub files.
Using scripts resolves the ‘the agent forgot to do something’ bit, and I went from bash to python since I was using tests a lot. Nice to have a thousand or so tests running in parallel often.
This is all redundant with the new Claude projects, and I was inspired by the idea.
Still all this process detracts from actually finishing projects that are burning in my mind all the time.
Not bad for my second week of using it, but I am realising MCPs might be better.
I thought one of the things with New Space is that Commercial off the Shelf parts were being used more and more. I’m assuming if that’s a case there have been more mishaps.
How does SpaceX tackle this with both the rockets, and the thousand of Starlinks.
Rad Hardened parts are "Commercial off the Shelf" parts. VORAGO, TI, and others provide rad hardened parts via vendors like Mouser and Digikey. They're just much more expensive.
NASA is overpaying for underperforming "hardened" hardware that performs no better than non-hardened.
You can see this yourself with the mars helicopter ingenuity.
If you are desperate for extra safety then just include multiple computers, literally what spacex does.
The errors caused by radiation are extremely frequent and you definitely must guard against them, otherwise anything will fail immediately in space.
However that does not necessarily require hardware measures. It may be more efficient if instead of a slow antique CPU with hardware redundancy you use a fast modern CPU, even if it is more sensitive to radiation and even when it lacks hardware redundancy, but you do each computation several times, verifying that every time you get the same result, and if possible you use different algorithms or verification methods, to be able to detect some permanent errors.
This is what the Mars helicopter did. If it had used standard smartphone software, the helicopter would have failed instantly.
>>The errors caused by radiation are extremely frequent and you definitely must guard against them, otherwise anything will fail immediately in space.
I asked this in another thread but I will repeat it here - how come that their bog standard iPhones that they use for taking pictures with are still operating fine then? If like you said, "anything will fail immediately" - doesn't sound like that's the case? They have electronic watches with no radiation hardening, they have regular laptops with no radiation hardening.....I'm not saying that it's not a problem, but it definitely doesn't seem to be in the area of "immediately failing in space" if you don't have that.
As other posters have said, the personal devices of the astronauts are already used in spaces that are much better shielded against radiation than a typical satellite or the Mars helicopter.
Radiation shields add mass and volume, so it helps if the electronics is somewhat resistant to radiation, allowing for less efficient shields.
Even with the enhanced shielding, the personal devices experience errors from time to time, e.g. the photographs taken may have some wrong pixels and they sometimes have to reboot their laptops or smartphones, if weird behavior happens. Like others have said, these kinds of errors are not important, unlike in the computers that control the spacecraft, where errors are not acceptable, so those must use either hardware or software means to combat the effects of radiation errors.
Aren't the stakes a little different with an iPhone that you have for picture taking and entertainment vs the systems that manage your trajectory and life support?
The fact that a handful of devices hasn't failed is hardly proof that they can't. Hell, I've driven thousands of times and never actually NEEDED my seatbelt.
>>The fact that a handful of devices hasn't failed is hardly proof that they can't.
Again, that's not what I'm saying. I'm just challenging OP's assertion that any device with no radiation hardening will "immediately" fail, which clearly isn't the case with these devices. That's not me saying that radiation hardening isn't needed, quite the opposite.
Yes, but that wasn't the question. OP said anything that's not radiation hardened will fail immediately - to which I ask ok, what about all the stuff they brought up with them which doesn't seem to be instantly failing.
The radiation levels are much lower where humans live, otherwise they would not live for long. Without humans, thinner and lighter radiation shields are used, to reduce costs.
Theoretically, one could use the same electronic devices that are used on Earth, if one would add thick enough shields, but this is impractical, so one must make a compromise, by combining some less efficient shielding with devices more resistant to radiation.
The Mars helicopter had essentially no shielding, as it had to be extremely light to be able to fly in the Martian atmosphere.
Moreover, as explained in the parent article, the radiation levels are not constant. A great part of the radiation comes from the Sun, and that part fluctuates continuously (i.e. the so-called "space weather"). The electronic devices must be designed to withstand the peaks of solar radiation, even if the radiation levels are less than that much of the time.
The astronauts can shut down their personal devices, preventively, when there is a peak of solar radiation, or when they pass through the radiation belts.
(I have no expertise or knowledge of this area but...)
tl;dr: people need (heavy) radiation shielding, cpus et al can live without it
I'd imagine their bog standard iPhones and watches are generally in parts of the craft which have more radiation protection than others and, further, that it's probably only the parts where people are going to be that get that protection (due to weight savings, etc.) and if you can mitigate radiation problems by using a $30 CPU instead of a $2 CPU and save $100K of weight on radiation shielding on the CPU compartment, that's a no-brainer.
Unshielded circuits are basically radiation detectors. Even here on planet Earth bitflips are an underappreciated source of unreproducible bugs.
A bit flip in an index variable, a pointers or in native code can send the CPU on a wild goose chase around memory.
To add insult to injury, applications like browsers use JITs, which generate and execute large amounts of native code on the fly, making them even more vulnerable for this kind of fault.
The same issue arises from overclocking, inconsistent power sources, and from damaged RAM cells, but those problem sources can presumably be dismissed on a vehicle with pristine, well-made hardware during a short hop to the moon and back.
The BAE Systems RAD750 radiation-hardened single-board computers used by Orion are commercial products but typically costs between $200,000 to $500,000 per unit
“I tried to keep to Shelley’s unusual (and non-standard) rhyme scheme for the sonnet, but I departed from it in the second-to-last line for poetic reasons. For a language which excels in stealing words from other cultures, English has an appalling lack of rhymes.”
Perhaps with deeper analysis, and a few choice new words this issue could be remedied.
Although that’s a paradoxically tedious engineering solution to improve a languages beauty.
From another angle how comes other languages are more poetic, are they older and have had more time to evolve to be more poetic? Or were the speakers who wrought the language just more poetic.
How on Earth, it is a hollowed out car city with soul less out of town shops, albeit the absurd juxtaposition of thatched cottages subsumed into the decaying urban sprawl. High murder rate, I’m not sure what dimensions they’re looking at for this study?
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