Conor Brennan-Burke sells a company brain to five-person startups and Fortune 500s. His first warning is about the thing everyone tries first: connect an AI agent to everything. The agent finds a document, assumes it is true, and people make decisions on it. In his words, "giving access does not give understanding". You are just wrong faster. Conor is the founder and CEO of Hyperspell (YC Fall 2025), the memory and context layer for AI agents. Before Hyperspell he was a product manager, led a $30M ARR API business at Checkr, and spent years at BCG advising Fortune 500 executives. He grew up in a town of 2,000 people in Western New York, left school at 12, started college at 13, and got into YC after several rejections and a stretch sleeping in a closet in a hacker house. We discuss: 1. Why "connect your agent to everything" is the worst thing you can do, and what a company brain does instead 2. Why the most valuable context in a young company comes from its agents 3. API keys, credit card numbers and medical records in Slack: why permissions have to follow the content 4. One brain, many views: conflicting documents, the permissions layer, and a wiki with one answer to "what is our ICP?" 5. Is RAG dead? Project Nightingale, garbled British accents, and when you still need semantic search 6. Why hire humans at all? Spiky people only: a doctor as chief of staff, a lawyer as one of his best engineers 7. Dropping out at 12, college at 13, BCG, and "you look too good, it's freaking people out" 8. The worst advice a founder can get: "you need a great idea to start" 9. Why more code is slop, and what stays human: taste, judgment, and someone to call when it breaks Where to find Conor Brennan-Burke: - X: https://x.com/contextconor - LinkedIn: https://www.linkedin.com/in/conorbrennanburke/ - Hyperspell: https://www.hyperspell.com Where to find Guillaume Marquis: - X: https://x.com/will_marq - LinkedIn: https://www.linkedin.com/in/marquis-guillaume/ - Pancake: https://getpancake.ai In this episode, we cover: (00:00) Cold open (00:46) Welcome to the show (01:05) What Hyperspell is: a self-improving company brain (01:30) Human context and agent context: why your agents know more than your docs (02:29) Five-person startups to Fortune 500: how context changes with company age (03:47) 20 years of documents: is it V2.2, V2.3, VF or VFF? (04:26) "Giving access does not give understanding": why you end up wrong faster (05:33) The knowledge in people's heads: Flash Boys and getting closer to the brain (06:34) Record everything? Note-takers built into the office (07:00) Board meetings, layoff plans and API keys in Slack: permissions that follow the content (09:29) The use cases: coordination, and one understanding of the customer (10:51) Agents as spies: who is actually doing the work (11:47) Update the source of truth once and every agent follows (12:47) One brain, many views: the permissions layer and the self-updating wiki (14:29) Is RAG dead? (16:12) Why hire humans at all? Spiky people vs the median (17:42) A lawyer who became an engineer, a doctor who became chief of staff (19:09) "Do you think you are a spike?" Dropping out at 12, college at 13 (20:21) New York vs Silicon Valley: BCG, first-class flights, and a closet in a hacker house (22:04) Is consulting a good school? "You look too good, it's freaking people out" (24:03) Getting into YC: a co-founder rejected since 2012, and not gaming the application (26:08) Hype and Spell: the seller, the builder, and a fax to Anguilla for a .ai domain (28:37) Revenue in the first hour: how the co-founders met at On Deck (29:24) The worst advice a founder can get: "you need a great idea to start" (31:47) The vision: a brain at the center of every organization, and why more code is slop (33:55) What stays human: trust, relationships, and the future of work