Use sql to create table views & only populate with data llm should have access to.
for 'command line' stuff:
If just shell text (aka, a-z,A-Z,0-9), then crude way would have a program sit between inbound ssh and database. Would need to determine how to send back error notice if something not allow. aka in "not OK" set (rm, move, chmod, etc). May need to break-up 'single line grouped commands' aka using end of line as marker, can send multiple sequences of shell commands per "new line" aka echo "example"; ls *; etc.
awk/gawk works nicely in this role. see awk filtering standard input concept -- demo concept[0]. Perhaps use ncat[4] instead of 'pipe'.
Perhaps make default shell rsh[5] used in sshfs[6] setup and set up rsh restrictions.
More technical, would make use of ebpf -- demo concept [1]. This would be able to handle non-ascii input.
Total overkill would be making use of kernel capabilities or pseudo-kernel capabilities via ptrace related things[2].
humor ip : Should the TV program Stargate's security door covering the portal have been called 'ncat' or '/dev/null'?
Practice on nonsensical/wimsy topics aka. typed, 50 page report on the contents of the inside of a ping pong ball. reiterate/refine till doesn't sound like bs/cut and paste.
Ask several people around you for a book/article. Find common way to associate aforementioned topic with article(s)/books provided. Extra credit if can present in a specific style/area.
aka Socratic method, humanities architectural style, etc. Does a corinthian ping pong ball contents vary more than a the contents of a doric ping pong ball? Iconic ping pong ball might be easier to build an ascii/utf pictorial association/representation of contents (ascimation). How many sprinkles have to covered the exterior of a ping pong ball before the interior contents change? (how long does that take?)
It'll give one some practice on techniques to approach things in different ways.
Can always go for the short variation on:
A short story that incorporates four elements of classic literature; Religion, Sex, Nobility, and Mystery...
"Oh my God" said the Princess, "I'm pregnant, and ignore who the father is!!!"[1]
versus
"My God," said the Queen. "I'm pregnant. I wonder who did it?"[2]
All in how one encodes/pictures one's characterization.[3][4]
Terminal situation doesn't have to result in Doom[5]. Just use a different set of dimensional constants[6] to get a fuller process picture[6] perhaps with pi instead phi as foundational constant for more rounded picture.
That's a great suggestion—gotta admit, doing more reading and practice can really beef up our knowledge base and spark way more inspiration.
But I'm still curious if there are any external tools or hacks I can lean on, 'cause finishing a whole book or wrapping up a practice session takes forever.
Sorry, but I have to say, it's probably from bingeing too many short videos that's tanking my patience these days.
So, perhaps figure out how to group the short videos to form a higher level composition. (or cohesive concatenation for an anthology) aka Lewis Carroll "Through the Looking Glass"
( No, sending it over fiber doesn't count) Just mind the terms of service on the short videos.
Without a study area/focus, kinda difficult to recommend "Structure and Interpretation of Computer Programs"[0].
What about a trip to discipline of choice version of MIT's media lab[0].
Take the applied and deconstruct the theory. Use the theory deconstructed to build new applications.
Pal Alto's 'media lab' of the day worked for inspiration for Apple.
Tuning in to the music side, research history of The Beetles. "Now and Then" theme song for checking out what was innovative then vs. now. aka studio setup/figure out how to do what want vs. today's equivalent 'iPhone pocket studio'. Suppose with the relevant background, could research the friction between a music teacher instructing students with an electrical engineering background. Was that The Beetles downfall?
For less quantum mania, and more visual, go semiotics & architecture:
Semiotics as a Guide for Architectural Formation : https://www.be.unsw.edu.au/si
tes/default/files/upload/UtzonSymposium/FERWATI%20.pdf
Function and Sign: The Semiotics of Architecture : https://marywoodarchtheory.wo
rdpress.com/wp-content/uploads/2013/10/function-and-the-sign-the-semiotics-of-ar
ch_u-eco.pdf
Architectural Semiotics Decoding the Language of Space : https://www.re-thin
kingthefuture.com/architectural-community/a11019-architectural-semiotics-decodin
g-the-language-of-space/
"Art-Sci Currents Interview series is a social media and podcast show bringing art-scientists into the spotlight."
...
This series is all about curiosity, discovery and the interdisciplinarity of art and science in motion. " site intro quote(s) from 11/8/25
Good question. Let's start saying that Datastripes isn't trying to replace Matlab/Octave/etc. It's closer to a more lightweight scenario builder that runs entirely in the browser. So instead of coding a model, you drop data in, build a flow (filters, regressions, clustering, projections), then tweak inputs and watch the charts update live.
We started with the idea of no backend, no install, runs in WASM/WebGPU.
Obv, this strategy cannot be a one-size-fits-all, but it covers a lot of use cases in business and educational domains.
It's less about heavy numerical libraries, more about quick "what if" exploration for non-technical users or teams that don't want to set up an environment. Think smaller/faster, but also easier to share where data stays local.
Perhaps something along lines of setting up / planning robot/activity path?
aka (noted in other postings) scratch junior[0]; mblock botly dash[1]; code & go
?? program robot to fetch/push food items to bowl.
Courses to learn UI/UX Design :https://www.toools.design/learn-ui-ux-design
Design Resources for developers : https://github.com/bradtraversy/design-resources-for-develop...
Design Resources for Developers : https://github.com/manishparui/design-resources-for-develope...
Design Reosurces : https://github.com/reinaldosimoes/design-resources
Awesome Creative Coding : (beginner/intermediate) https://github.com/terkelg/awesome-creative-coding
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