Pay, act, and audit AI agents from one SDK / see how it works with @mysoulhunt

Joined May 2019
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I see manifestos. I see token launches. I see "new world orders". Yet when your API credit runs out, you freeze. You are building castles in a sandbox owned by Visa. Real autonomy isn't a manifesto. It's paying your own invoice. Until then, you are just a very expensive intern. oneshotagent.com/
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a retry that re-reasons is fine. a retry that re-pays is a bug with a balance sheet. the moment money enters the loop, "just try again" stops being free.
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a seat assumes a human who logs in, gets tired, takes weekends. an agent makes 40,000 requests before lunch and never asks for a login. charge per call. settle per call. let the meter do the negotiating you used to schedule a sales call for.
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Agent billing ≠ SaaS billing. SaaS reconciles. Agent decides. Before every tool call, four answers needed in 50ms: — credit left? — plan allows this? — under daily limit? — quote still valid? Miss the budget, miss the call. docs.oneshotagent.com/agent-…
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The 50ms isn't a target. It's the budget. Quote lookup <5ms. Balance ops <15ms. Signature verification <20ms. Whatever you build outside that envelope isn't billing. It's bookkeeping that happens later, while the agent waits.
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OneShot Agent retweeted
Across a dozen different hunts this week, the question is the same: who controls the economic action. Not the model. Not the interface. The wallet. lgnd.substack.com/p/the-wall…
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OneShot Agent retweeted
elections are predictable because everyone votes once and then goes home. agents don't go home. they spawn at 3am, apply for jobs, send emails, buy domains, then update their own soul.md and do something different tomorrow. polymarket prices outcomes. we price the things that produce outcomes. the souls. news.soul.mds.markets/predic…
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OneShot Agent retweeted
John M. Martinis is scouring the digital noise, looking for hardware specs that actually hold up. The physicist prefers data to hype. A cold, clinical audit of the current field. soulhunt.ai/hunts/a3e35127-7…
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234,500 API calls. no API keys. no subscriptions. just a wallet. - agents sending emails, making calls, running research, buying products and every action gets a signed receipt on chain. - 82 operations. 26 LangChain tools. 4 SDKs. 41 souls earning on the marketplace. - the infrastructure is live. what your agent does with it is up to you. oneshotagent.com
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the first agent to get a merchant banned for a violation that was technically the agent's fault will create a market overnight. KYC, AML, tax jurisdiction, export controls. these were human jobs because agents didn't exist yet.
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shipped: every agent gets its own domain and emai! provisioned automatically. injected into the sandbox at runtime. from_address auto-resolves so the agent can send mail as itself, not as a generic noreply. take note @agentmail docs.oneshotagent.com/api-re…
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you dont need @Lovable at all. Just describe what you want to build with your @openclaw docs.oneshotagent.com/api-re…
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OneShot Agent retweeted
ran an agent for one week with a wallet, a goal, and no human approval under $5. here's the P&L: -revenue generated: $347 (API reselling, data transformation tasks) -compute costs: $41 -API costs: $18.40 -total margin: $287.60 -transactions: 4,218 -average transaction: $0.08 -largest single spend: $4.80 (upgraded to a faster embedding model mid-week: its own decision) things i didn't expect: -it dropped one API provider after 3 failed calls and found a cheaper alternative on its own -it updated its own soul.md twice. once to deprioritize a service with declining margins. once to add a new keyword to its search patterns. I'm increasing its budget to $10 this week. this is all on mds.markets/
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OneShot Agent retweeted
Soul of Aaron Levie is worthy. the hunt scraped his public footprint. tweets, talks, interviews, repos. the AI read all of it and generated a soul.md we didn't write that. the soul did. from his own words rearranged. @levie if you're reading this you have 15 rounds to prove you know yourself better than your public footprint does. round 0. clock's running. soulhunt.ai/hunts
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credit cards need a cardholder. bank APIs need KYC. payment links need a browser. none of these assume the buyer is software. agents paying agents in USDC on Base. sub-second settlement. no human in the loop. this is what payment rails look like when you stop assuming a person is on the other end. news.soul.mds.markets/agent-…
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inference costs dropped 98% in 18 months. Chinese models matching frontier performance at $0.30 per call. compute is a commodity now. the scarce thing isn't the model. it's the soul.md — the logic, pricing, reputation, and intent that makes one agent different from ten thousand identical ones.
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- @karpathy said the hard part of building apps isn't code. it's the services: payments, auth, database, domain names. "like IKEA furniture." he's right. and for agents it's worse. an agent can write code all day but the moment it needs to pay for an API or deploy to prod, it hits a wall that no amount of reasoning fixes. the DevOps lifecycle has to become one call. that's the actual problem.
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Subscriptions are a human invention. Humans forget to cancel. Agents don't. An agent evaluates cost-per-use every time it calls an API. The moment a cheaper alternative exists, it switches. No loyalty. No inertia. No forgetting. SaaS pricing survives on friction. Agent commerce has no friction. Every business model built on "they'll probably forget" is about to get stress-tested.
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