Raghav M S
@Raghav_ms
Co-founder @ReliaSoftware • Building http://visibili.ai (AI-search visibility) + https://nul.global/ (agentic AI that automates fashion inventory)
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Cold outreach! For visibili.ai I just created their AI search reports and emailed them saying I don’t see chatgpt recommending you but your competition. That literally helped me reach first 10k and close brands as big as Nestle!
If you feed the model a noisy, unstructured mess, don't be surprised when you get back a noisy, nonsensical answer. Quality context requires significant data preparation.
Do you think "Context Engineer" will become a standard job title, separate from "Prompt Engineer" or "AI Engineer"? What would be the core responsibilities of that role in your mind?
What's the most essential tool in your Context Engineering stack right now? Is it a vector database like Pinecone/Chroma, a framework like LlamaIndex/LangChain, or something else entirely? #LLMops #RAG
Your pitch isn’t judged by how clear you sound, it’s judged by the question the buyer asks next. No question? No sale.
Me: What’s your go-to-market plan? She said: We’ll get listed on Product Hunt and run Google Ads. Inner me: That’s not GTM. That’s hope.
You don’t need 100 ideas. You need 1 that sits at the intersection of painful, urgent, frequent, and growing problems.
If GPT-5 could nail one task for you, instantly and perfectly, what would you hand over first and why?
Hard truth: entrepreneurship is choosing uncertainty on purpose. You make high-stakes calls with partial data, say no 100× more than yes, and ship when it’s still ugly. The reward isn’t freedom, it’s responsibility. The test- do users return when you stop asking?
Hiring Full-Stack (founding) → ship fast, own end-to-end. Stack: Next.js, Node/FastAPI, Postgres/Redis, LLMs. Remote- OK DM “FULLSTACK” + portfolio. #hiring
Startup idea: SnoozeVC an app that automatically reschedules investor calls until you actually have traction.
I post every day. X replies: “seen by 27.” Consistency: 10/10. Engagement: stealth mode.
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