Ayush Anand

Full-stack dev.
Building AI things, breaking production, learning from both.

[Ayush Anand @ayush_zm]

Most AI agents aren't really agents.

They're API wrappers with a system prompt.

The hard part is building the loop around the model: context, tools, memory, retries and verification.

[Ayush Anand @ayush_zm]

@nehaaaa_6 Destroying websites I built myself somehow feels way too satisfying 😂

[Ayush Anand @ayush_zm]

I unlocked Quickdraw on @github! https://t.co/tNlEaDB0qC

[Ayush Anand @ayush_zm]

@nitesh_singh5 interested

[Ayush Anand @ayush_zm]

@ApoorvaPantxnn @X happy to connect

[Ayush Anand @ayush_zm]

@ananyairl Let's connect

[Ayush Anand @ayush_zm]

Every developer has a project called final-final-v2.

Nobody knows what final-final-v1 did.

Nobody is brave enough to delete it. 💀

[Ayush Anand @ayush_zm]

@ApoorvaPantxnn happy to connect

[Ayush Anand @ayush_zm]

@acolombiadev cool
https://t.co/Z9WufjN768

[Ayush Anand @ayush_zm]

@shubhranshu2009 happy to connect

[Ayush Anand @ayush_zm]

AI: “I can write your entire application.”

Me: “Can you fix this one bug?”

AI: “Sure.”

deletes production database

Me: “I should've just learned CSS.”

[Ayush Anand @ayush_zm]

@OmNawale45831 Happy to connect

[Ayush Anand @ayush_zm]

Me: “I’ll just make one small change.”

6 hours later:

fixed 3 bugs
created 2 new bugs
learned about a service I didn’t know existed
questioned my career choices
shipped it anyway

Software development is basically side quests with a salary. 😭

[Ayush Anand @ayush_zm]

Everyone is building AI apps.

Fewer people are thinking about what happens when the AI is slow, expensive, wrong, or unavailable.

That's the part of AI engineering I find interesting.

[Ayush Anand @ayush_zm]

Looking for my next opportunity 👋

Full Stack & AI Engineer | ~1 YOE
React • Next.js • Node.js • Python • FastAPI • RAG • LLMs • Redis • AWS
If you’re hiring, I’d really appreciate a DM or share.

GitHub: https://t.co/Z9WufjN768

[Ayush Anand @ayush_zm]

@Careerbuddha111 Hi Let's Connect.

[Ayush Anand @ayush_zm]

@kamoga_pius AI + https://t.co/Z9WufjN768

[Ayush Anand @ayush_zm]

@naman03malhotra @Urumi @Asli_Anubhav Applied for the role

[Ayush Anand @ayush_zm]

Good developers write code that works.Great developers write code that other developers can understand six months later.Readability scales better than cleverness.#Coding #SoftwareEngineering

[Ayush Anand @ayush_zm]

@RajGupta245462 Exactly. Strong retrieval can make even smaller models perform surprisingly well.

[Ayush Anand @ayush_zm]

Built a modular RAG pipeline focused on making AI responses more context-aware and reliable using semantic retrieval and dynamic context injection.

One thing I’ve learned: retrieval quality impacts output far more than prompt engineering.

#RAG #AI #LLM #SemanticSearch #Nextjs