Om

learning to engineer intelligence // 21 // Ex Intern @IndianNavy

[Om @piunknown043]

Unfamiliar codebases are intimidating.

Gnosis is for the moment you open a repo and think: “okay… where do I even start?”

It maps the important pieces, their connections, and the risky areas so you can get oriented faster.

Public repos only for now:
https://t.co/sBFmS7lBuW

[Om @piunknown043]

@abhigyanbuilds It's great you doing this as side hustle though. Will reach out in future when there's a need

[Om @piunknown043]

Since a lot of you followed me recently, seems like the perfect time to reintroduce myself.

Hi,
Myself Om, a 3rd year Engineering student building and breaking stuff as much as I can.

And if you don't know me already it's alright, this is what this account is for.

I am currently building: https://t.co/7529sQRHoV

Follow me on my journey to becoming a cracked engineer.

[Om @piunknown043]

@moiiikaaa Well I still do this too with claude. Helps me have a idea of what exactly my code is before it touches ide. I don't trust agent writing the files. Feels like being out of loop and paranoid.

Also helps you with a better understanding of your project and codebase.

[Om @piunknown043]

@kanikairl You are doing quite well without a blue tick itself so maybe not. I have purchased it 2 days back and I am getting significantly more reach than before.

[Om @piunknown043]

@abhigyanbuilds That comment of mine was a reply to my previous comment itself. Well as a student, I am definitely not in a position to pay for marketing and promotional stuff. But if in future if there's ever a need, will reach out to you.

[Om @piunknown043]

@abhigyanbuilds still developing it. but more reach means more feedback which will eventually makes it better

[Om @piunknown043]

@abhigyanbuilds Means a lot🙏

[Om @piunknown043]

@abhigyanbuilds It definitely is something useful for all sort of engineers out there. Unfortunately my posts related to this don't get much reach😔

[Om @piunknown043]

It basically turns any GitHub repo into an instant onboarding guide.

You give it any repo link that you are unfamiliar with, and it maps out how the whole project works, what every code piece does, and where the risky code is.

Super handy for developers joining a new codebase or exploring an open source project without spending days reading through files manually

[Om @piunknown043]

@mardavsj Exactly😔.

[Om @piunknown043]

What does you ai setup looks like? And I am talking about end to end workflows.

Quite interested in learning how others are using AI to enhance their building capabilities. Also maybe we can learn from each other?

Mine looks like this:
-Chatgpt for Planning and baseline idea.
-Claude for Architecture and Designing the system.
-Also Claude for Code generation
-Antigravity for debugging and doc fixes
-Opencode for Github management
-Figma make for frontend

[Om @piunknown043]

@divsvash Yeah currently only for landscape scope. A lot going on currently regarding SIH. Will definitely work on these things as I get time.

[Om @piunknown043]

V1 limit, out in the open:

Full analysis: up to 300 files.
Large repos: sampled.
Over 3,000 files: blocked.

That’s the bottleneck I’m tackling next.

Have a public repo that can stress it? Try it and tell me what breaks. Link is in the comments.

[Om @piunknown043]

Go check it out:
https://t.co/25qw7DGHsv

[Om @piunknown043]

@NovaXCode Just few hours after your post OpenAI also released gpt 6 astra💀😭

[Om @piunknown043]

The difference is wild.💀

[Karan @karankendre]

Built a villa scene in Blender with Fable 5.1 and GPT-6 Astra

This is what it built

[Om @piunknown043]

@ikechukwuokalia Well there is zero code execution at any stage. The pipeline is strictly static. Gnosis fetches raw file text via github api (no git clone) and then parses it with tree sitter, runs radon as a static AST walk.

Hope that clarifies your doubt.

[Om @piunknown043]

I’ve been building Project Gnosis 👁️lately

Give it a public GitHub repo. It turns the codebase into a map: architecture, key files, dependencies, risk signals, and an onboarding doc.

Try it →https://t.co/MQ3T0yWYkb

Building in public now. Feedback welcome.

#buildinpublic

[Om @piunknown043]

Has anyone used gpt 6 astra yet!? How much of a leap is it from it's predecessor?

[Om @piunknown043]

@itskavvya Congrats. We have our internal round next week. Hoping for the best

[Om @piunknown043]

@mayuri_3015 Building a code archaelogy agent which not only helps a dev to onboard onto a unfamiliar codebase but also factor in ai agents.

Let's connect

[Om @piunknown043]

@itskavvya Did my part. Let's connect

[Om @piunknown043]

@grok tell me some home grown startups working on actual cool problems in tech space.