Chirag

[Chirag @Chiragp1605]

@prekshaaa2166 Awesome 👍

[Chirag @Chiragp1605]

#buildinpublic #AI #OpenSource #GenerativeAI

[Chirag @Chiragp1605]

Creating video content is hard.

Camera setup. Lighting. Multiple takes. Editing.

So I built something to skip all of that 🧵

[Chirag @Chiragp1605]

100% open source 👇
https://t.co/LvhP6ObQrd

Drop a ⭐ if you find it useful!

#buildinpublic #AI #OpenSource #GenerativeAI

[Chirag @Chiragp1605]

Every AI you've used has lied to you.
Not randomly. With full confidence.
That's because LLMs freeze their knowledge at training time — and fill gaps with hallucinations (up to 58% on complex tasks).
RAG fixes this.
Here's how it works in 120 seconds 🧵👇

[Chirag @Chiragp1605]

And the most important
When to use RAG and when to not!

[Chirag @Chiragp1605]

LLMs lie to you constantly.
Not because they're bad models. Because their knowledge was frozen months ago — and they'd rather hallucinate than admit they don't know.

Blog link:
https://t.co/1vJS0FiY23

[Chirag @Chiragp1605]

RAG is the architecture that fixes it.
I wrote a full deep-dive:
→ Why fine-tuning & long context windows don't solve the problem
→ How embeddings & vector search work
→ The full ingestion + retrieval + generation pipeline
→ Traditional RAG vs. Agentic RAG

[Chirag @Chiragp1605]

@DevByLakshya Sent u the mail!

[Chirag @Chiragp1605]

Save this. You'll need it.

[Chirag @Chiragp1605]

I wrote a detailed breakdown of one of SQL's most misunderstood concepts:

Why WHERE runs before SELECT — and what that means for your queries. Read it here 👇
https://t.co/crlGLupxmS

[Chirag @Chiragp1605]

Covers:
→ The full 8-step execution order
→ Why alias errors happen
→ WHERE vs HAVING (finally clear)
→ Common interview traps + fixes

[Chirag @Chiragp1605]

@fireplacegg Interested for full stack engineer role:
[email protected]

[Chirag @Chiragp1605]

https://t.co/nbQnFWKWlX

[Chirag @Chiragp1605]

Most teams fail migrating
Monolith → Microservices
Because they rewrite everything.

Here’s the safer way:
• Extract gradually
• Use Strangler pattern
• Move to DB-per-service
• Add async events

2-min breakdown below 👇
Blog link in reply.

[Chirag @Chiragp1605]

@sironyeka heya!

[Chirag @Chiragp1605]

Then it:
→ Adjusts difficulty gradually
→ Re-ranks recommendations dynamically
→ Learns from its own decisions
Adaptive intelligence, not static logic.
#Patent

[Chirag @Chiragp1605]

Filed a patent on an AI-powered adaptive tutor system. 🚀
Now presenting it at SAKEC Tech Symposium 2026.
Here’s what makes it different 👇

[Chirag @Chiragp1605]

It studies:
• How long you stay on topics
• Your performance trends
• Your learning style
• Your engagement patterns
Not just test scores.