
One night I quietly gave our AI agent full access to YC's production database. It made the agent 10x more useful. That's what convinced me that trust-by-default is the only way to get the most out of agents.
Gustaf Alströmer
12.1K posts

@gustaf
general partner @ycombinator. previously product @airbnb

One night I quietly gave our AI agent full access to YC's production database. It made the agent 10x more useful. That's what convinced me that trust-by-default is the only way to get the most out of agents.





Akhirnya semua social media platform niru2 Elon Musk dibikin fitur berbayar jir wkwkw Meta baru aja launching fitur paid subscription: - Instagram Plus - Facebook Plus - WhatsApp Plus Harga langganan-nya ~$3.99/month untuk IG/FB Plus dan ~$2.99 untuk WhatsApp Plus Fitur yang didapatkan user Plus: - Super reactions - Extended/longer Stories - Profile customizations & tweaks - More personalization options - (Later) more AI-powered stuff Apakah nanti akan ada revenue sharing monetization seperti X? Udah lah kita kerja full time salam interaksi aja 🤣





yes. I think in the end it easier to have more channels with narrow topics than less channels with various topics. Usually the project team is the "owner" of these channels and then make sure they handle feedback and questions. If you are not part of the project or care about it, you don't need to care about the channel.




Over the past year, we've been building our own internal agent infrastructure at YC: over 350 tools, self-improving skill loops, and a shared organizational brain that gets smarter overnight. In this episode of the @LightconePod, we sat down with YC General Partner Pete @koomen to talk about how he led the effort from the ground up. We cover how giving agents unrestricted access to one database was the key unlock, the self-improving skill loops that get smarter overnight, and why he thinks we've arrived at the personal computer moment for AI. 00:39 — YC's AI Stack 02:15 — The Finance Team Problem That Started It All 05:07 — SQL Access Changes Everything 07:20 — One Database to Rule Them All 09:14 — Jevons Paradox 10:07 — Denormalizing for Agents 12:15 — The Single-Player Era of Agents 14:16 — 350 Tools and a Shared Registry 16:24 — Skillify, DRY, and MECE Resolvers 18:23 — The Self-Improving Dream Cycle 20:26 — The Two-Sentence Pitch Skill 23:06 — How Super Intelligence Compounds 25:10 — Recording Everything as a Building Layer 27:10 — The Shared Organizational Brain 29:18 — Trust-Default Culture as a Requirement 30:44 — Raising the Floor for New Employees 32:35 — Horseless Carriages 34:24 — Why Chat Is the Best Interface for Agents 38:50 — Just-in-Time Software 40:49 — Centralizing vs. Decentralizing AI 43:32 — The Personal AI Revolution





