ROHIT MANE

Developer | Creator | Building the systems that solve the problem | Learning + Building in public

[ROHIT MANE @rohitmane_dev]

Currently working on an LLM-based chatbot system for an educational institute.
The goal is simple: help students get accurate answers to their doubts using the institute’s own study material.
Thread ↓

[ROHIT MANE @rohitmane_dev]

@buildwithyash https://t.co/o7y5TQ4J9V

[ROHIT MANE @rohitmane_dev]

27-May'26:
Configured whole ci-cd pipeline for whole codebase using GitHub actions , Fluxcd and Used K8s and AWS EKS for deployment.
Tip: Choose the OCID of AWS for github actions over Access_key + Secrete as it gives the temp acess to the resource.

[Ajeet ( opensox.ai ) @ajeetprssingh]

how to understand a codebase from the first principles.

(example with a real production codebase)

[ROHIT MANE @rohitmane_dev]

Which one you will choose :
Codex vs Claude
@grok

[ROHIT MANE @rohitmane_dev]

@arpit_bhayani Happy BirthDay Sirr

[ROHIT MANE @rohitmane_dev]

POV: I start a new Claude chat because storage is full, but it doesn’t remember anything about me.

[ROHIT MANE @rohitmane_dev]

pov: "Claude usage limit reached. Your limit will reset at 7 AM"

[ROHIT MANE @rohitmane_dev]

@xiaojingcanxue Ohh Bhai,
Yeh Kya dekh Liya!!

[ROHIT MANE @rohitmane_dev]

"Most people overestimate what they can do in one year and underestimate what they can do in ten years." - Bill Gates

[ROHIT MANE @rohitmane_dev]

@arpit_bhayani Just a single word : Passion !!

[ROHIT MANE @rohitmane_dev]

@vivekbirdi @asmah2107 Hello @vivekbirdi ,
I am also working on backend + AI stack.

[ROHIT MANE @rohitmane_dev]

pov: "Claude usage limit reached. Your limit will reset at 7 AM"

[ROHIT MANE @rohitmane_dev]

@Utkarshr3144 @Hiteshdotcom Mic or Ram ❎
Micaram✅

[ROHIT MANE @rohitmane_dev]

Imagine this,if these AI gen scenes are transformed into a movie.
https://t.co/Ip2CpbwXdl

[Look at my shining eyes @GothicOrnate]

画面细节做的挺不错

[Nitin.nn @NitinthisSide_]

𝟯𝟬 𝗕𝗹𝗼𝗴𝘀 𝘁𝗼 𝗟𝗲𝗮𝗿𝗻 𝟯𝟬 𝗦𝘆𝘀𝘁𝗲𝗺 𝗗𝗲𝘀𝗶𝗴𝗻 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀:

1. APIs: https://t.co/rotPrzmqsW
2. API Gateways: https://t.co/H8o6JdAvtK
3. JWTs: https://t.co/xDKeDaUwKc
4. Webhooks: https://t.co/DnlnlnQHeA
5. REST vs GraphQL: https://t.co/nxE4WDGLtv
6. Load Balancing: https://t.co/oHhi0BCJg4
7. Proxy vs Reverse Proxy: https://t.co/9yybEKFKpY
8. Scalability: https://t.co/RZAnwKWRfc
9. Availability: https://t.co/6otmmY4qab
10. SPOF: https://t.co/hMwAshtd9W
11. CAP Theorem: https://t.co/1mtupEuHiS
12. SQL vs NoSQL: https://t.co/Yiuz6ohNeG
13. ACID Transactions: https://t.co/oJfATYxxtw
14. Database Indexes: https://t.co/zIUkaDPtxy
15. Database Sharding: https://t.co/f9X4H3nBhf
16. Consistent Hashing: https://t.co/T3kslsUovA
17. CDC: https://t.co/AbAEINF7Ql
18. Caching: https://t.co/wZ9jvagVgg
19. Caching Strategies: https://t.co/4VgCVdCZV4
20. Cache Eviction Policies: https://t.co/2ki1YZPVSv
21. CDN: https://t.co/9BJXTl6osT
22. Rate Limiting Algorithms: https://t.co/IxdITzUgjI
23. Message Queues: https://t.co/qG1LmQdZSS
24. Bloom Filters: https://t.co/HgS8txD8aW
25. Idempotency: https://t.co/jboMnpQjAV
26. Concurrency vs Parallelism: https://t.co/gNDO7kiNUu
27. Long Polling vs WebSockets: https://t.co/yrxQTC4Gip
28. Stateful vs. Stateless Architecture: https://t.co/IoF9d93ECe
29. Batch vs Stream Processing: https://t.co/iLOkjLjKOh
30. Geohashing: https://t.co/T2xROIXPEj

🔁 Repost to help a friend.
📌 Save this post for later.

[ROHIT MANE @rohitmane_dev]

Before reading this post I only know ACID and Base from the chemistry...
Thank you for sharing!!

[ayesha @ayesha_fatiima]

As a Backend Developer,

Please slap yourself if you cannot clearly explain atleast 10 of the following:

HTTP vs HTTPS
TCP vs UDP
DNS resolution flow
What happens when you type a URL
REST vs GraphQL
Idempotency in APIs
Rate limiting strategies
Authentication vs Authorization
JWT vs Sessions
Cookies vs Tokens
Caching (Redis, CDN, cache invalidation)
Database indexing
SQL vs NoSQL trade-offs
ACID vs BASE
Normalization vs Denormalization
Connection pooling
N+1 query problem
Pagination (offset vs cursor)
Load balancing (L4 vs L7)
Horizontal vs Vertical scaling
CAP theorem
Event-driven architecture
Message queues (Kafka vs RabbitMQ)
Async vs Sync processing
WebSockets vs HTTP
API versioning strategies
Retries, backoff & circuit breakers
Distributed systems basics
Consistency models (strong vs eventual)
Database transactions
Sharding & partitioning
Cold start problem
Observability (logs, metrics, tracing)
Monitoring vs alerting
Docker basics
CI/CD pipelines
Graceful shutdown
Timeouts & retries
Security basics (XSS, CSRF, SQL injection)
API gateway role

[ROHIT MANE @rohitmane_dev]

@karthikponna19 yup

[ROHIT MANE @rohitmane_dev]

College 9–5. Internship grind 6 PM–1 AM. Wake up at 8 AM. Repeat.

Somewhere between deadlines, lectures, and sleepless nights, life turned into an endless loop of chasing goals.

Building the future, one exhausted day at a time.
#CollegeLife #InternshipLife #Hustle

[Avinash Singh @AvinashSingh_20]

900+ Startups Hiring Remotely in 2026 https://t.co/nKbY2Du8nx

Bookmark it!

[ROHIT MANE @rohitmane_dev]

It's literally me!

[w. @doublegee___]

me posting on twitter