Co-founder @ Aristo | prev. designed circuits stealth mode

San Francisco, CA
Joined August 2025
the winner in agent commerce will be whoever connects these four pieces into one seamless experience - Can it use the user’s payment methods and actually pay? → Agent Wallet - Does it understand the user’s context and preferences well enough to make buying decisions? → Personal Agent - Can it compare products across sellers on the same terms? → Product Data - Can it handle what happens after checkout, including delivery, returns, and refunds? → Infra amazon already has a lot of this, but helping users find the best option even when it’s outside amazon is a different problem. also they make money from ads, so what’s best for the user won’t always be what’s best for them. i think that gives amazon more reason to protect what it has than make some evolution but that doesn’t mean one agent will handle every kind of purchase itself. buying groceries and booking a trip require completely different data and support after the purchase this will end up with your personal agent delegating category-specific agents that own the purchase experience end to end
Delta, Chase and Amazon are blocking AI agents. The war on agents has begun, and here’s how it probably plays out: Stage 1: Companies block agents because agents skip the ads and upsells. Stage 2: Agents learn to act like humans, and it becomes an arms race. Stage 3: The market splits. Companies that make money on sales let agents in, companies that make money on data charge for access, and the giants build their own agents. Stage 4: A trusted middle layer for agent identity and payments becomes the standard way in. Stage 5: Companies that welcome agents start winning customers from the ones that block them. Stage 6: The agent blockers come back and let agents in on their own terms. Stage 7: Everyone starts competing for agents with better prices, faster checkout and SEO built for agents. Stage 8: The ads come back, and companies pay to be your agent’s first recommendation. Stage 9: The agent war ends, and selling to agents becomes as normal as having a website.
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finally my Muse can do better web search
Introducing OpenSource Free WebAccess - 100% FREE Web search & fetch @Tiny_Fish - Any web page & data, agent can access - Routing each request to the vendor best at that task - Benchmark on cost/speed/token-efficiency Try it at treg.to/web-access Repo link below 👇
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I interviewed 40 random people in NY street last week but this is another thing. GTM is getting spicer
3-step guide to a viral launch from SF founders: 1. jump out of a plane to launch pancake.ai 2. set a realistic goal, like hitting #1 on Product Hunt in 24 hours with 0 prep 3. make your users a promise you’ll keep, like breaking a Guinness World Record for the tallest pancake stack if they help you win observe the consequences. we're picking a place to break the record rn btw
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Joshua Park retweeted
Vertical personal agents and account ownership I don't buy that there will be one general-purpose personal agent. I think there will be specific agents for: •productivity / work •food and grocery •money •health Each of these will be owned by whoever controls the system of record and the right to act. Take money. The money agent should be your bank account and execute transactions on your behalf. It has the ledger, the license, the fraud models, and the liability when something goes wrong. A general agent that "logs into" your bank is a screen scraper with ambition. The bank that becomes an agent is the agent. The same pattern repeats: •Food and grocery: Whoever owns the cart, the inventory, and the last mile. The agent knows what's in your fridge because it put it there. •Health: Whoever holds your records, your labs, and a relationship with a licensed provider. Advice without the chart is a guess. Action without a license is a lawsuit. •Productivity / work: Whoever owns your calendar, inbox, and docs. Context is the moat, and it already lives somewhere. Agents win on three things: data, permission, and accountability. A horizontal agent can borrow the first, beg for the second, and has none of the third. Trust isn't general either. I'll let an agent book my dinner without asking. I won't let the same agent wire $50K or change my medication. Each domain has its own risk tolerance, its own regulation, and its own definition of "done." One agent can't hold all of those thresholds at once. The general-purpose agent doesn't disappear. It becomes the router. It's the front desk that knows which specialist to call. That's a real product, but it's thin. Routers commoditize, and the specialists capture the value. The question isn't "who builds the best assistant?" It's "who owns the account the assistant acts on?" The incumbents with licenses and ledgers have a bigger head start than they realize. The startups that win will either become the system of record in a vertical or make themselves impossible to route around. The future isn't one agent that does everything. It's a handful of agents that each own something.
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designing the entire flow for our new app and this setup makes it x100 easier. Avengers for app design indeed asked @ChatGPT to use @AsideAI to find references from @mobbin and organize them in @paper, and transform with little of my taste
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seems this was how Duo came up with
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Joshua Park retweeted
Today we’re launching WonderSearch (YC F26) Search millions of unstructured documents without pre-embedding the corpus. With comparable/better retrieval recall than embedding-based search. WonderSearch searches at query time: > No corpus-wide embedding step. > No vector index to maintain. > More compute only when needed. > Pay per search intead of embeddings you may never use. Go from raw data to useful answers in seconds. Link + FAQ below (+ free launch credits!) ↓
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are we still a long way from AI UGC tools that don’t mess up app UIs on the phone? hit me up if you know someone
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beautiful city indeed
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Joshua Park retweeted
- Are you deploying robots ? - Is it almost impossible to replicate specific scenarios and edge cases across hardware/software interactions ? Introducing oorb fingerprint, your reliability layer for deployment. compare and debug thousands of robot policy runs, in minutes .
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Just arrived in NY
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We joined @ycombinator’s Fall batch to kill the fragmented AI retrieval stack. Polygres gives you one API for graph, vector, and text retrieval over Postgres. No new database. No mess of retrieval infrastructure. New site is live. Much more coming. polygres.com
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3rd top 10% on YC application is there no hidden rule like 5 top 10% can be converted to accept?
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repaired my broken electric motorcycle today good: it works well now. I remembered I majored in EE bad: now I have seven mosquito bites wish I had a garage where I can DIY most of what I need
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3rd top 10% on YC application is there no hidden rule like 5 top 10% can be converted to accept?
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on a trip in LA and had a great chat with @startupoppa @LabibYasir @JamesonCamp didn't expect to meet inspiring people even on a trip, but it was cool
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thanks for coming and for these kind gifts!! I'm a huge fan of MJ🤩
Visited EO Studio @eostudi0 today. Would recommend “Inside Hacker Houses” and “Behind The Scenes” for every people who are curious of sf building culture and society in San Francisco. (e.g. why indeed tech companies have been opening cafes? Corgi , cursor? 👀) They also have a “Thinking Mode” column that captures interesting topics with researchers on “creativity.” EO, as a tech media, feels very pro-human: In the valley, tech, products and numbers are often the media headlines. We need more coverage of how do individuals “feel” to build along, live through and comprehend the weird but certainty legendary great transformation. Globally. “We are as gods” but also still humans.
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first visit to @AGIHouseSF and met perfect partners for the next KBBQ night which will be way bigger this place is so cool thanks for hosting! @JuliusYRitter @adrielyong
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not seem like self-promotion is all you need in Reddit
advertise without looking like advertising
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