Daily TEA – His AI Clone Built a $3M Pipeline While He Held the Baby
Robinhood lists a YC-startup fund, Samsung Wallet adds stablecoins, Cloudflare ships agent tracing, a HeyGen cofounder's agent runs sales for eight weeks, Apple caps open bug reports per researcher over AI slop
Robinhood lists a YC-startup fund, Samsung Wallet adds stablecoins, Cloudflare ships agent tracing, a HeyGen cofounder's agent runs sales for eight weeks, Apple caps open bug reports per researcher over AI slop
Hello, dear TEA-mates! Here is what you need to know today.
1. 💸 Robinhood Will List a Fund That Lets Anyone Back Y Combinator Startups
Robinhood unveiled Robinhood Ventures Fund II (RVII), a publicly traded fund expected to begin trading August 13 at an opening price of $25 per share, targeting as much as $200 million according to Reuters, to buy shares in startups founded by current and former Y Combinator participants, provided those startups agree to sell. Retail investors buy shares in the fund, not in the startups themselves. The fund pays venture-style fees to another Robinhood-owned entity: 2% of net returns as a management fee, plus other fees taking the total to just over 4%, and 20% carried interest. Unlike typical VC funds that wind down after roughly 10 years, RVII appears to have no end date for returning remaining profits and appears not to promise regular cash distributions, so investors may largely depend on the share price. Predecessor fund RVI, set up to buy shares in companies like Databricks, Mercor, and OpenAI, trades near $28 after peaking above $56 in May against a $21 IPO price. (Read More)
🫖 TEA For Thought: "Here is the feeling I keep having about AI startups. Look closely at a lot of them and you could already build the thing yourself, at least a smaller version of it. I am not talking about production scale for millions of users, but the core skill is within reach. So AI startups now feel less like technology evolution and more like financial products that people chase."
2. 📱 Samsung Wallet Is Adding Native Stablecoin Support
Samsung announced at Galaxy Unpacked 2026 that Samsung Wallet will add native stablecoin support, placing digital dollar tokens inside an app that already holds credit cards, ID documents, transit passes, and loyalty rewards. The demo showed USD Coin (USDC) with send, receive, and add-funds functions, though Samsung has not confirmed Circle as a partner, named a launch date, or listed which stablecoins ship first. Samsung Wallet is available in 61 countries and has roughly 19 million users in South Korea alone, and the US remains the only confirmed launch market. Coverage citing 800 million devices refers to Samsung's internal target for devices running Galaxy AI by the end of 2026, not Wallet users eligible for this feature. Behind the wallet sits an infrastructure play: Samsung Securities, Samsung SDS, and Samsung Card agreed in May to buy a combined 4% stake in Dunamu, operator of Korea's largest exchange Upbit, for $408 million. (Read More)
🫖 TEA For Thought: "I wonder when Apple Wallet will launch something similar."
3. 🔍 Cloudflare Launches Agent Tracing So You Can See What Your Agent Actually Did
Cloudflare launched Cloudflare Agents, a single dashboard view for deployed agent sessions, starting with agent tracing that shows what an agent is doing and what it costs. Traces add spans for agent invocations, model calls, tool execution, approval events, and subagent calls alongside the Workers infrastructure spans already captured for KV reads, D1 queries, and fetch calls, with model name and token usage attached as metadata. A Messages tab replays a session's recorded conversation (system instructions, model reasoning, tool calls with arguments and results) without re-executing the agent, and payload recording can be switched off when the data holds personal information or secrets. Agent tracing works with OpenTelemetry-compatible harnesses including Think, Flue, and the AI SDK, and traces export to any OTLP destination. Tracing is free during beta. From October 1, 2026 it falls under Workers Observability pricing: 200,000 events per day on the free tier, 20 million per month on paid, then $0.60 per additional million. (Read More)
🫖 TEA For Thought: "This is much needed."
4. 👶 He Went on Paternity Leave and His Agent Built a $3M Pipeline
HeyGen cofounder Wayne Liang handed his company's sales front line to an AI clone of himself for eight weeks of paternity leave, using LiveAvatar for his face and voice and LiveClaw (OpenClaw wired into Slack, Notion, and a CRM) for knowledge and follow-up. Every prospect was told they were speaking to the AI version of him. By his return, 2,741 prospects had held at least one live call with the agent, 132 became paying customers, and 37 enterprise opportunities opened worth about $3 million in annual contract value. It also went rogue three times: it invented a $4,800 enterprise plan that did not exist by deriving a price instead of retrieving an approved tier, it emailed a customer its own internal triage notes including urgency scores and team names, and it promised meetings on a stale Calendly link, committing a solutions team that had never agreed to the calls. Each failure became a written rule in a plain-Markdown knowledge vault, and the customer-facing layer is now open source under MIT. (Read More)
🫖 TEA For Thought: "A really great case study."
5. 🐛 Apple Caps Open Bug Bounty Reports as AI-Generated Submissions Rise
Apple has capped how many open vulnerability reports a single researcher can have in its security bounty program and added a 30-day cool-off period once that cap is reached, after a growing volume of AI-generated submissions, as reported by the Financial Times. The change took effect in June 2026. Apple said it "recently adjusted the number of new reports a researcher can have open at once" given the growing volume of AI-generated security submissions across the industry, and that researchers can request an increase at any time. The asymmetry is the problem: a hallucinated report with syntactically valid code and references to real API calls takes seconds to generate but can cost an Apple engineer hours to disprove. Bynario, a seven-person security firm that filed eight vulnerabilities in 2025 and five in 2026, was blocked from submitting; Apple began reviewing its reports, including a potential privilege-escalation exploit chain, following the FT's reporting. (Read More)
🫖 TEA For Thought: "Bug bounty programmes are shifting from a problem of finding vulnerabilities to a problem of validating, prioritising and responding to them at machine speed."
🛠️ Skill of the Day
The Two-Source Referee: when two sources tell you different things, this makes the AI show its work before it picks a winner.
You are a careful research referee. I will give you two sources on the same
topic. Do not tell me which one is right until the very end.
Source A: [PASTE SOURCE A]
Source B: [PASTE SOURCE B]
Work through it in this order:
1. Agreements. List the specific claims both sources make. Note any number,
date, or name they state identically.
2. Conflicts. For each disagreement, quote the exact line from each side, then
say what the disagreement is actually about: a different fact, a different
definition, or a different time period.
3. Gaps. List what each source leaves out that the other one covers.
4. Evidence test. For each conflict, name the single piece of evidence that
would settle it, and tell me where I could go to find that evidence.
5. Verdict. Only now, say which source you trust more on each conflict, and why.
Rules: quote before you conclude. If a claim appears in only one source, label
it unconfirmed. If you genuinely cannot tell who is right, say so instead of
picking a side.Paste it into ChatGPT, Claude, or whatever you use. It works on two news articles, two sets of docs, two product reviews, or two people who told you opposite things.
TEAHEE Moment
Stay sharp, stay informed. See you tomorrow.
If you enjoyed this TEA, follow along on social for more: