The number of full-fledged Free and open-source software (FOSS) products and initiatives coming out of the 4th Phase, JP Nagar (Zerodha Tech), must be unprecedented for a team of its size globally.
All of these projects started as a way to solve problems we faced internally and were then open sourced. We use them at scale in our stack, and several large organisations and even government departments globally use many of these tools today.
Read more, check the website in the comments.
Today, we're launching C1 by Thesys on Product Hunt and giving away up to 5M free tokens if you retweet this and sign up within 24 hours.
C1 is the worldโs first Generative UI API that augments LLMs to respond with interactive UI like charts, forms, cards, and more in real-time, instead of plain text.
Integrates seamlessly with any LLM, framework or MCP in just 2 lines of code
- Fully customisable to match your brand
- Supports custom components
- Renders instantly with no latency
Ship rich, interactive AI apps 10ร faster, with 80% less UI overhead.
Fun Fact - When you commit a transaction in PostgreSQL, the database doesn't immediately write your actual data pages to disk. Instead, it follows this sequence
1. Write to WAL
2. Force WAL to disk using fsync
3. Return a successful commit to your application
4. Write the actual data pages to disk in the background
This is the "fast commit" behaviour of PostgreSQL and the key is that the WAL contains enough information to reconstruct any committed transaction, even if the data pages haven't been written yet.
If the database crashes after step 3 but before step 4, PostgreSQL can replay the WAL during recovery to restore all committed changes. Yes, recovery will take longer in this case, but it's a relatively rare event.
This approach offers several performance advantages:
- multiple txn grouped together in WAL flushes
- during commit only seq WAL writes and not random data page writes
- predictable commit time - now it depends only on WAL write speed, not complex data page operations
btw, this came up in our open discussion on day 1 of my systems design June cohort, by the way. These concepts seem tough, but they're not, especially when you build the right intuition. We will be digging a little deeper on this in subsequent weeks.
super happy that the discussions are getting deeper and better with every cohort :)
Gold jewellers charge 18โ22% for making & wastage, plus 3% GST.
Thatโs ~25% cost upfront. It'll take ~3 years just to break even.
Even digital gold has spread of ~6%
Yet people still call it an "investment."
When enough people lie together, it becomes the truth.
@ChennaiIPL
Fans are the backbone of CSKโNOT the sponsors. But clearly, the management is more interested in big-money deals than in giving loyal supporters a fair chance to watch their team play live. Absolutely disappointing. ๐๐
#CSKvsMI
Who said law in India โtreats all equalโ
Politicians or movie stars or ultra rich and their children get hearing and bail on same day of taken into custody.
But common man waits for months and even years.
#Pushpa2#Democracy