Himesh Parashar

⚡️ Solo dev building AI tools and SAAS
🧠 Chat with your data / Automate everything
💻 AI Agents · LLMs · Indiehacker
💸 Open to collab | DMs open

[Himesh Parashar @himesh_dev]

@incent_ai @claudeai PDF

[Himesh Parashar @himesh_dev]

@yuvvraajsinghh Typo

[Himesh Parashar @himesh_dev]

want truly autonomous AI? Start by removing randomness from your code

Provide clear tools, success metrics, and recovery loops.

Let the model explore within that scaffold autonomy emerges from structure

[Himesh Parashar @himesh_dev]

What i just realised
Autonomy paradox: the more autonomous you want an AI to be, the more deterministic its code must be. Structured workflows + strict tool boundaries = safe, creative agents.

By seeing cursor2.0 and other agentic ai apps and also myself building ai agents
#AI #agents

[Himesh Parashar @himesh_dev]

@princeofweb3 the dog ran very fast

[Himesh Parashar @himesh_dev]

spent the weekend building a file manager from scratch to nail down design patterns

here's what clicked for me:
• Strategy pattern = easy to swap local/cloud storage without touching core logic
• Observer pattern = notifications just work when files change
• Singleton = one event notifier for the entire app

the best way to learn LLD? build stuff that actually uses it

[Himesh Parashar @himesh_dev]

@karanveer04 checkout https://t.co/a2E2aWHFif

[Himesh Parashar @himesh_dev]

day 3 of learning Go: built a movie API with Gin + MongoDB

coming from Java's try-catch pyramids, Go's explicit error handling (if err != nil) is refreshing. context package for timeouts, struct tags for validation, defer for cleanup... everything feels intentional

also goroutines >> threads. fight me.

#golang #BuildInPublic

[Himesh Parashar @himesh_dev]

The new DeepSeek-OCR paper is a pretty big brain move. Using "context optical compression" to treat text as an image (vision tokens > text tokens) is a super clever way to slash token counts.

Seeing 10x+ compression for long docs... that's going to change the game for compute costs.

[Himesh Parashar @himesh_dev]

Seeing all the reports about that massive us-east-1 outage.

​The fact that it all stemmed from a DNS issue with DynamoDB is wild. Really shows how foundational that service is to so many apps.

​Hope everyone's post-mortems are productive today! 😂
​#AWS #Outage #DynamoDB

[Himesh Parashar @himesh_dev]

The "D" in SOLID (Dependency Inversion) isn't just "use interfaces." The real "Inversion" is about ownership.

​Your high-level business logic should own the interface contract. The low-level details (like the database module) just implement it.

​High-level code shouldn't know details exist.
​#Java #SOLIDPrinciples #SoftwareArchitecture #CleanCode

[Himesh Parashar @himesh_dev]

@merishabh_singh fr

[Himesh Parashar @himesh_dev]

just got this epic playlist breaking down 96 top research papers dove into “Attention Is All You Need” and classic RNNs, and its a MASTERCLASS in understanding AI!

https://t.co/XFli5BAImE

If you r serious about levelling up in machine learning, bookmark this you will thank yourself later! 💡🤖 #AI #DeepLearning #MLpapers

[Himesh Parashar @himesh_dev]

Google just announced a big leap for students and teachers AI-generated textbooks that adapt to your learning needs. Excited to see how this changes the way we study! #EdTech

https://t.co/4h2O3kUMwu

[Himesh Parashar @himesh_dev]

@AymenCreates https://t.co/a2E2aWH7sH

[Himesh Parashar @himesh_dev]

@victorhelgeland https://t.co/2fqkbOPDkk

[Himesh Parashar @himesh_dev]

@dakshgup looks intresting

[Himesh Parashar @himesh_dev]

@AravSrinivas @perplexity_ai can't use x on comet browser need to go back to chrome for that?

[Himesh Parashar @himesh_dev]

I am 2026 batch, where are entry level roles ? Direct getting sde2 and Architect roles 😭