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#codebase

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Inautilo

#Development #Approaches
We’re using AI wrong · “The question isn’t whether AI will get smarter.” ilo.im/164sly

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#Programming #Coding #AI #Chatbots #Context #Workflows #Codebase #WebDev #Frontend #Backend

N’s Blog · There’s a Better Way to Code with AIEvery developer I know has the same frustrating ritual. Open Claude Code or Cursor and ask it to do a task. The AI gives you generic code, sometimes useful (but usually not). You correct it. It apologizes. You explain again, with additional context. Rinse, repeat, until you want to throw your laptop out the window. David Cramer from Sentry recently shared his AI workflow where he maintains manual rules files to give LLMs context. Solid approach, but it feels like too much copy-pasting. It’s 2025, and machines can do a better job of remembering things. It’s funny how we’ve built the most powerful reasoning systems in human history, then lobotomized them by making them forget everything after each conversation. My question: is there a better way?
aaron ~# :blinkingcursor:

I made so much progress yesterday. I've completely restructured the #codebase, improved the #performance, added logging with loglevels, and worked a bit on the webui. I still have a lot of work to do, but the project is a lot of fun and i really want to realize this. Can't wait to release the first alpha version. Who knows, maybe this becomes a cool community project. It will be extensible and flexible, so that might be realistic.

#coding#developement#go
PrivacyDigest

What could possibly go wrong? #DOGE to rapidly rebuild #SocialSecurity #codebase.

Under any circumstances, a migration of this size and scale would be a massive undertaking, experts tell WIRED, but the expedited deadline runs the risk of obstructing payments to the more than 65 million people in the US currently receiving Social Security benefits.
#cobol #ssa #takeover #retirement #takedown #maga #trump

> sadly, most likely crash and burn

arstechnica.com/tech-policy/20

Ars Technica · What could possibly go wrong? DOGE to rapidly rebuild Social Security codebase.By WIRED
Manuel 'HonkHase' Atug

What a bunch of morons... 😤

#DOGE Plans to Rebuild SSA #Codebase in Months, #Risking Benefits and System #Collapse

"Social Security systems contain tens of millions of lines of code written in #COBOL, an archaic programming language. Safely rewriting that code would take years—DOGE wants it done in months.

Musk pointed to data he allegedly pulled from the system that showed 150-year-olds in the US were receiving benefits, something that isn’t actually happening..."
wired.com/story/doge-rebuild-s

WIRED · DOGE Plans to Rebuild SSA Code Base in Months, Risking Benefits and System CollapseBy Makena Kelly
PrivacyDigest

#DOGE Plans to Rebuild #SSA #Codebase In Months, Risking Benefits and System Collapse

#SocialSecurity systems contain tens of millions of lines of code written in #COBOL , an archaic programming language. Safely rewriting that code would take years—DOGE wants it done in months.

> #deluded or #lying ? They couldn’t even handle building that website.

wired.com/story/doge-rebuild-s

WIRED · DOGE Plans to Rebuild SSA Code Base in Months, Risking Benefits and System CollapseBy Makena Kelly
☮ ♥ ♬ 🧑‍💻

“If you've ever maintained the same piece of software for more than a couple years, you'll understand how hard it is to pivot already-finished #tools to learn from #ParadigmShifts in the industry. Even if you try your hardest, it's very easy for the old way of doing things to be woven throughout your #codebase as assumptions.

As #JessFrazlle mentioned in her first post, this is why most #CAD software is not extensible. Most of them have assumptions about software that were true in 1990 but aren't anymore: that the #internet doesn't exist; that #GPUs don't exist; that clicking is easier than typing for most user interactions”

#software / #engineering / #API <zoo.dev/blog/api-first-approac>

ZooZoo: Why we’re building APIs firstAn introduction to why KittyCAD isn't a hardware design company, but rather a software infrastructure company for hardware design
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