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PG's post about young founders being able to reap rewards during this AI revolution like never before couldn't have been timed better. Mercor (founded by 21 year olds) just became a unicorn. The next few years are going to be wild.

AI coding tools (Cursor, Copilot, Bolt.new, v0, Lovable) = prototypes in code, not Figma. Static mocks are dead. Teams iterating faster with these tools win. Agree?

⬡ Contrario (YC W25) is the first autonomous recruiting agency powered entirely by AI. Their LLMs act like recruiters—sourcing, screening, and matching top candidates automatically. ycombinator.com/launches/MwN-c… Congrats on the launch, Arya Marwaha and Aditya Sood!

Companies started via Y Combinator are a who's who of tech darlings—Airbnb, DoorDash, Dropbox, and Reddit to name a few. Ayush Karupakula (Ayush Karupakula), a second-year computer science student, has secured $500,000 in pre-seed funding from Y Combinator for Tropir (YC X25), a

Doing all my door dashing through Den now too #iloveden

If free pizza is a GTM channel, it’s working. Den just hooked us up again courtesy of Rippling. This is peak startup community building.

Prompt Folding: When AI Rewrites Its Own Instructions "Tropir is a start-up I'm working with in the current YC batch ... and one of the things they figured out is prompt folding: basically one prompt can dynamically generate better versions of itself. And actually instead of

Tropir (Tropir (YC X25)) is the AI that builds better AIs. It kills traditional LLM observability tools by tracing where your pipeline breaks— then it fixes, reruns, does evals, and iterates on it for you. Congrats on the launch, aarush and Ayush Karupakula!

Thrilled to be featured on YC’s Lightcone podcast! Garry nailed it: metaprompting helps, but building reliable agents means deeply understanding how info flows across multi-step workflows. That’s why we built Tropir (YC X25) —to help devs debug and improve their AI agents, fast.

Doing YC is hands down the highest-leverage decision a founder can make—ask anyone who’s done it.