Frog dev

Building AI for Indian markets — ask about stocks, sectors, earnings, valuations, and trends. @tapetide_hq

[Frog dev @justbuildingai]

https://t.co/OUe3sb0tKO

[Frog dev @justbuildingai]

These days a lot of finfluencers post everything about a stock except its name. Chart with the ticker scrubbed, CMP, a breakout claim, and then: "guess it"

But I was genuinely just curious what the stocks actually were.

So I started screenshotting them and pasting them into the AI I'm building. No ticker, no name. Just the blurred chart and whatever numbers were in the post, and one question: which stock is this?

Every single time, it came back with the right one.

That's not a clever prompt. That's the data layer underneath it. Price history, financials, ratings, technicals and flows for ~8,200 NSE and BSE companies, structured well enough that a model can reason across all of it at once.

We spent a long time building that layer before building anything on top of it. Our stock research MCP server is already the best one in India. TapeAi, our own AI harness on the same data, is the next milestone. And it's getting sharper every week.

The goal is simple: India's best stock research AI.

If you're still doing stock research the old way, come try it.

[Frog dev @justbuildingai]

@cadalukaanubhav tape ai saying it's 3IINFOLTD @tapetide_hq

[Frog dev @justbuildingai]

@mrpinvestments i am building ai for stock market i asked my ai to find me this stock it found within 10 seconds @tapetide_hq

[Frog dev @justbuildingai]

@sunilgurjar01 i am building ai for stock market, i asked my ai to find this stock and it come up with $LALPATHLAB @tapetide_hq

[Frog dev @justbuildingai]

Closing Auction Session (CAS): What's Changing

Exchanges are rolling out a Closing Auction Session for F&O stocks — not a new idea globally, NYSE and LSE already run similar closing auctions.

Right now, a stock's closing price in India = VWAP of the last 30 mins of trading. Under CAS, buy/sell orders get pooled and matched at one single equilibrium price instead.

Why the change:

Passive index funds place large orders near the close to match index weights — this can move prices while executing, adding tracking error.
Large last-minute orders can disproportionately swing closing prices (and indices) — CAS pools everything into one match, making it harder to influence the close.

New market timings:

F&O stocks: continuous trading stops at 3:15 PM → moves to CAS
Non-F&O stocks: trade till 3:30 PM as usual
Index/stock F&O contracts: trade till 3:40 PM

So yeah, three different "closing times" depending on what you're trading — expect some confusion here.

Honest bit: since broking is now listed and under more scrutiny — this will likely dent brokerage revenue by roughly 1–5%.

The bigger near-term headache is explaining why different parts of the market close at different times. Brace for the questions 😅

[Frog dev @justbuildingai]

@vishal_susheel Retail investor superpower: sell the compounder, marry the loser.

[Frog dev @justbuildingai]

@sunilgurjar01 i asked tapeai by @tapetide_hq to find me this stock , it foudn it with in seconds

[Frog dev @justbuildingai]

@vishal_susheel i am building ai for stock market @tapetide_hq , i asked it to find me this stock and it came up with $SUZLON

[Frog dev @justbuildingai]

@TradeTeam_ i build ai for stock reseach and my ai saying it is Tilaknagar Industries @tapetide_hq

[Frog dev @justbuildingai]

@cadalukaanubhav My ai tool saying it is Shree Ganesh Biotech, @tapetide_hq

[Frog dev @justbuildingai]

@vishal_susheel Yesbank ?

[Frog dev @justbuildingai]

@vishal_susheel i am building ai for stock marker i asked my ai to find this stock and it found it in seconds @tapetide_hq

[Frog dev @justbuildingai]

@Akash17971 i build ai to do this @tapetide_hq

[Frog dev @justbuildingai]

The largest shareholder of Titan is not the Tata Group. It's the Tamil Nadu government.

TIDCO holds 27.88%. The Tata group holds 25.02%.

Titan was set up in 1984 as a joint venture between the Tatas and the state of
Tamil Nadu. The state put in 26% at inception and forty years later has never sold.

A screener shows you one "promoter holding" number. It hides this entirely.

Which other Indian company do you know where the operator isn't the largest owner?

#IndianStockMarket #StockMarketIndia #Investing #Titan #Tanishq #TataGroup
#EquityResearch #ShareMarket #IndianEconomy #FinanceIndia

[Frog dev @justbuildingai]

@echo_yash hey

[Frog dev @justbuildingai]

@Sarakhan49309 ai powered stock analysis platfrom https://t.co/rQhccpSert

[Frog dev @justbuildingai]

@JosipHercegg @X hey

[Frog dev @justbuildingai]

@shuaiguan done

[Frog dev @justbuildingai]

Building AI for stock market

Would love to connect with people deep into

→ India equities
→ traders
→ long-term investors
→ SaaS builders
→ quants
→ data/ML folks
→ finfluencers
→ market nerds

Hey X algo, send me more of these people.

Just drop a reply and I’ll follow you. 👇