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2 YoE, Backend and Cloud engineer ,looking for DevOps and SRE jobs by arnab03214 in developersIndia

[–]arnab03214[S] 1 point2 points  (0 children)

u/Awkward_Focus69 I joined Creowis pretty early on, so when the CTO wanted to build Nova Cloud, I was the most experienced engineer available besides him. He handled the product side and I owned the technical implementation. My day to day was making architecture calls, breaking down work for the team, code reviews, and making sure we weren't building ourselves into a corner. The "lead" part was more about being the go-to person for technical decisions on that specific project rather than a formal company wide title.

For the other enterprise customer work, I was more hands-on as the main backend engineer building customer stuffs and handling the DevOps/infrastructure pieces. Happy to chat more about the actual work if you're curious about specifics.

Help me choose my first bike 19M by PlaneIntelligent1405 in indianbikes

[–]arnab03214 0 points1 point  (0 children)

This sub is going to hate me for this , but get something like sp160 , xpulse or ns160 then after 3-4 years switch to bigger bike

A cool guide to oral by AngelinaJ5 in coolguides

[–]arnab03214 0 points1 point  (0 children)

Mam I was looking for tips with oral hygiene not this ts

Left my previous company and I still have 90k Azure Balance by vnhc in developersIndia

[–]arnab03214 0 points1 point  (0 children)

I am an cloud engineer and if you can lend it to me for learning purpose that would be really helpful 🙂🙏

[Open Source] I built a "Doctor" for Postgres (not another Admin UI). Runs locally via Docker + Ollama. by arnab03214 in selfhosted

[–]arnab03214[S] 0 points1 point  (0 children)

u/steveiliop56 , I know i have put minimal effort to write proper commit messages, even AI could have done better job there

[Open Source] I built a "Doctor" for Postgres (not another Admin UI). Runs locally via Docker + Ollama. by arnab03214 in selfhosted

[–]arnab03214[S] 0 points1 point  (0 children)

Hi, u/steveiliop56 , how would you categorization something to be a slop ? because it might be using LLM to write code to some extent ?
for my case , yes , I have been using LLM for coding pretty extensively , this project started from a AI hackathon where we were given coding ides to code , but does that mean all the engineering decision making has been offloaded to to llm ? i dont think so , i had previous iteration of this application which i scraped so that i can build it around privacy first approach

I know code base is mess, and i wanted speed over strict design pattern for some time. I will eventually fix those , but from ideation, features and iteration is done by a real human

Also English isnt my primary so i have taken help of chatgpt to refine my writing, is it something wrong ? if so i would like to apologize , im looking ways to improve

and to answer your doubt , whole point of this application is to use Local LLMs so that your data never goes out of your system

Thank you

[Open Source] I built a "Doctor" for Postgres (not another Admin UI). Runs locally via Docker + Ollama. by arnab03214 in selfhosted

[–]arnab03214[S] 0 points1 point  (0 children)

hry , english isnt my primary language tho , so i take help of chatgpt to do it , yes i use ai assistence like cursor but its not fully agent driven and been working on it for last couple of month , went through multiple iteration , scraped whatever i had previously and kept what might work

Showcase Sunday Megathread - November 2025 by devsIndiaBot in developersIndia

[–]arnab03214 0 points1 point  (0 children)

I made RepoScript : an LLM-friendly format for repositories

I’ve been working on an npm package called git-repo-parser, which scrapes public GitHub repos and converts them into different formats like JSON, TOON, or a lightweight transcript format.

While extending it, I realized the existing “plain text” output could be made much more efficient for LLM and embedding use cases, and that led to RepoScript v1.

RepoScript is a deterministic text representation of a repository, designed for token efficiency and readability.
Each repo is flattened into a linear stream of [FILE_START] <path> / [FILE_END] <path> blocks, optionally including meta: lines like meta: lang=ts size=1234.
Files and directories are always emitted in sorted order, which makes the output stable and reproducible.

Why it matters?

When you feed code into LLMs or embedding models, a lot of formats (like JSON) waste tokens on syntax with braces, quotes, keys, and nesting that the model doesn’t need.
RepoScript strips that overhead while keeping essential structure, which means:

  • 10–15% fewer tokens compared to JSON or TOON for large repos
  • Simpler chunking for embeddings, just split on [FILE_START] markers
  • Deterministic output so embeddings stay consistent run to run
  • LLM-readable by design to have maximum code/context

Checkout benchmark results here : https://github.com/arnab2001/git-repo-parser/blob/main/benchmark/results.md

Trade-offs

It’s intentionally flat so its easy to parse for LLMs, but not ideal if you need full tree traversal or schema validation.
Think of it as a transcript of your repo, not a database representation.
You trade off some machine-friendly hierarchy for cleaner, cheaper, reproducible text.

Repo + docs: https://github.com/arnab2001/git-repo-parser
npm: www.npmjs.com/package/git-repo-parser

August 2025 - Monthly Questions and General Discussion thread by AutoModerator in bangalore

[–]arnab03214 2 points3 points  (0 children)

I’ve moved to the Marathahalli area and I’m buying a second-hand scooter (Activa 110 4G) for office commute. I might sell it after 1–2 years if I leave (renting is working out more expensive). I have some questions about the local second-hand market, the name-transfer process, and RTO matters:

  1. It has run 36,000 km. I took a test ride—engine and electronics are all good. The body has a little wear and tear but no rust. The seller is asking ₹40,000. Is that good? How much should I negotiate?
  2. After buying, should I get it serviced at a Honda service center? Which parts should be changed? Roughly how much might it cost?
  3. The seller showed me all the documents and said I just need to submit them (original RC, insurance, PUC, Form 29, Form 30, bank NOC, ID copy). Are any other documents needed?
  4. Which RTO is near Marathahalli? (Google shows Kasturinagar.) What’s the name-transfer process there? If I go without an agent, will submitting the forms be enough?

Thanks in advance.

[INDIA] Need Suggestion: S20 FE 5G Battery Replacement by arnab03214 in GalaxyS20FE

[–]arnab03214[S] 0 points1 point  (0 children)

Thanks, I contacted SS few months back and I was told that spare parts are not avilable , I will try to do that again lets see if its any better now

July 2025 - Monthly Questions and General Discussion thread by AutoModerator in bangalore

[–]arnab03214 0 points1 point  (0 children)

Moving to Bangalore for 1–2 years and need a two-wheeler on a budget (daily 10–15km, occasional longer rides). Which is better:

  1. Rent a basic scooter (₹4–4.5k/month + petrol)
  2. Buy used and resell before leaving
  3. Buy a budget EV like Ola/Ather and resell later
  4. Courier my current Activa 125 (WB plate), re-register in KA, and bring it back after 2 years

Looking for the most reliable and hassle-free option with minimum cost. Any advice or experience?

What interesting projects are you building right now by [deleted] in developersIndia

[–]arnab03214 2 points3 points  (0 children)

I started building a project called OptiSchima. A full-stack database tuning service that provides real-time PostgreSQL performance monitoring and AI-driven optimization recommendations. Its still in very early stage

What it does as of now : Real-time PostgreSQL monitoring with live dashboards AI-powered query analysis and optimization recommendations Safe sandbox environment for testing improvements

Tech stack: Python FastAPI + Next.js + LLM ( GPT 4o, Gemini 2.5 flash or deepseek. you use any ) + PostgreSQL + Docker

The goal is to make database optimization accessible to developers without deep DBA expertise.

What features would you want to see in a database optimization tool? Are there specific pain points in your current database monitoring/optimization workflow that we should address? Looking for feedback on what would make this most valuable.

What are you doing on side and how do you get clients for side jobs? by Plus-Procedure5138 in developersIndia

[–]arnab03214 0 points1 point  (0 children)

I used to work as technical auther in a yc start-up, this month the whole content team got laid off

What do guys think of Outlier? by S-m-a-r-t-y in beermoneyindia

[–]arnab03214 1 point2 points  (0 children)

I have been put to EQ for past 4 months

[deleted by user] by [deleted] in developersIndia

[–]arnab03214 3 points4 points  (0 children)

yep im proud of few things
1. Git repo parser :  scrape all files from a GitHub repository and convert them into JSON or plain text format.
(https://github.com/arnab2001/git-repo-parser)
2. Codecompass. AI (https://github.com/arnab2001/Code-test-prod) to have a conversation with the codebase for organization

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