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We have reached over 300 projects explored! Here is a few of the highlights! Visualize what your project looks like at app.principal-ade.com and help us change the way we understand and collaborate on software!
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Fernando
1.7K posts
Fernando
@Principal_ADE
Innovating on what software collaboration and understanding could be! Ex-Google, Ex-Airbnb
Katılım Haziran 2025
245 Takip Edilen318 Takipçiler
This talk aims to counter program against the idea the productivity is all about code generation speed and should instead be focused around understanding. I think it definitely worth listening to but doesn’t in and of itself provide novel solutions to the problem of understanding. It kind of serves as a survey of the approaches people are experimenting with to tackle the problem of understanding software that is generated by an agent. Our solution to that space is code trails and addresses most of the points he brings up. youtu.be/WkBPX-oDMnA?is…
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@Principal_ADE @springframework @springjuergen Yes. More please! I would love to see some docs on how the code trail functionality works
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Anybody who has ever worked in java probably remembers the distinct flavor of verbosity the file paths can take. When you translate them to a treemap visualization they actually are very aesthetically pleasing! Here is the @springframework @springjuergen
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@byte_how @springframework @springjuergen Thank you! We are working on the educational material, does this help? x.com/principal_ade/…
Fernando@Principal_ADE
Here is how you turn a file tree into a file city map.
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@Principal_ADE @springframework @springjuergen I'm curious about your tool, but I dont quite know what it's trying to show me. A quick blog post or intro page would be awesome!
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@daleverett It’s a remap visualization of the repo! You can check it out at app.principal-ade.com/Evokoa/pgGraph
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pgGraph Repo: github.com/Evokoa/pgGraph
Discord: discord.gg/RFSHD5DgKP
official website: polygres.com
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Peopl think that just because the Dakotas get so cold, they must have temperate summers. Not the case. We also get very hot. And humid.
We ajust love extremes I guess
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Fernando retweetledi
"Generate me an HTML file with mermaid diagrams that explain every major part of my system, and generate training videos for an engineer to onboard this project using remotion and elevenlabs"
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Fernando@Principal_ADE
We are really excited to finally be able to showcase the @Linux project! Our platform leaves some optimizations to be desired but we are able to show the 68k Files, 43 Million line project with over 25 thousand contributors! And watch to till the end to see the contribution coverage for @Linus__Torvalds
QME
i'd love to see interesting things people have built with 5.6 sol.
i will send the person who made the coolest thing a special gift from the openai archives.
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@housecor Like Linux a lot or? x.com/principal_ade/…
Fernando@Principal_ADE
We are really excited to finally be able to showcase the @Linux project! Our platform leaves some optimizations to be desired but we are able to show the 68k Files, 43 Million line project with over 25 thousand contributors! And watch to till the end to see the contribution coverage for @Linus__Torvalds
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I’m working with a company that has 40 repos for one app.
UI repo
Test repo
Logic repo
DB scripts repo
Etc
All for the same app!
Sure, monorepos have their tradeoffs.
But needless decomposition = needless friction.
Colocate stuff that changes together.
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Holy moly! I'm learning, thanks to this stuff on my feed.
Fernando@Principal_ADE
System 1 thinking is the quote I pulled from this video because it is what you can do by seeing a codebase as a treemap! That being said I watch these videos and they are great if you want to follow along with how people are trying to get quality software from agentic development.
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We make code trails and think this might be a good use case if your interested. In our experience you want to see if people can grasp a concept and communicate it clearly. Having them make a code trail to see how well they can align with an agent on something quickly is a good skill to have for agentic development. Here is one we made for graphify app.principal-ade.com/trail/d9509577…
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Figuring out the coding interview process as we scale the @Graphifyy team.
We could send a problem statement and review the solution.
Or we could let people submit PRs on our open source issues so we can see how they think and approach a problem- not just prompt CC.
github.com/Graphify-Labs/…
If you’re a dev, which one would you rather go through?
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To see cool repos check out our community page app.principal-ade.com/community-repos
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Added isRecord detection for any open source project! Login and click the button in the top right to try it out!
tldraw@tldraw
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I’ve got two cron jobs running:
1) Find 5–10 pieces of slop code, clean them up, and open a PR for each.
2) Review one PR, verify the fix, and merge if good.
Each runs inside a fresh Lambda microVM with Cursor CLI + Grok 4.5.
Closing my laptop and hoping for the best.
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@dillon_mulroy I posted about developing a way to capture this visually recently. x.com/principal_ade/… it would be nice to centralize discussions around quality detection we agree on. I know there is existing, if anybody has strong opinions I’m all ears
Fernando@Principal_ADE
I was recently told that LLM's like to use a lot of is_empty in writing rust code. We ran a check to see if the isRecord from @tldraw had snuck into the typescript of this codebase and it doesnt look like it, which makes sense because it was mostly human written I think given the projects age, however the new rust section is littered with is_empty
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what are the best open source repos (in terms of quality) that have been written exclusively, or almost exclusively, by ai (bun excluded)
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