How our eight products fit together
PromptReports LLC runs eight products in three groups. Four help teams whose AI agents write code and take actions. Two help a small company sell and keep its word. Two help traders and investors test ideas before money moves. They rest on one belief. When software does work for you, you should be able to see what it did and check it.
That belief matters more each month. AI agents now write code, draft sales emails, issue refunds and produce documents that people act on. The work gets done faster, but the record of who did what, and why, often gets lost. Our products keep that record, and each one leaves the decisions that matter with a person.
AI coding assistant
These four follow one piece of agent work from start to finish. ContextFile supplies what the agent reads. RepoOps records each change it makes to the code. PromptCompute holds its actions outside the code until a person approves them. AI Source of Truth keeps the permanent record.
RepoOps: the system of record for AI-written code
What it does. Every change your AI agents write gets one record: the prompt, the agent session, the diff, the review and the deploy. RepoOps shows which agent and model wrote each change, what it cost and who approved it. It checks every agent tool call against your policy and blocks risky commands, such as sending a secret to an unknown host, before anything leaves the machine. When something goes wrong, the lesson is written into the instruction files the next agent reads. Production evidence comes next: when a deploy slows a site down or starts failing, RepoOps will tie that regression back to the change record behind it.
How it helps developers. You get one inbox for what needs you: the approvals waiting on you, the calls your policy blocked and the agents that need a decision. It runs free on your own machine, on your own model key, on Windows, macOS and Linux.
How it helps companies. Engineering leads see model and hosting spend side by side against a budget, with caps that stop a runaway job. Each agent version gets a scorecard of what it merged and how much of it survived. Fixes run only after a person approves them, and when a team syncs, only redacted metadata leaves each machine unless the team turns on more.
PromptCompute: approvals for AI agents
What it does. PromptCompute lets your AI agents take real actions, such as refunds, emails and record edits, while a person still signs off. You add one tool call. The agent pauses, the right person decides in Slack, email or the web, and the agent picks up where it left off, even days later. PromptCompute does not run the action itself: your agent does, with the final arguments the approver accepted.
How it helps teams building agents. An agent that only drafts is easy to approve; one that changes things tends to stay in demo. PromptCompute gives it a path out. Agents start supervised, and the record shows which actions can safely run on their own, so autonomy is earned one action at a time. It is free for 500 requests a month with no card needed, and paid plans start at $99 a month.
How it helps companies. Your security team gets a yes with conditions instead of a no. Every decision is signed, and the record shows who approved it, what they saw and what actually ran. The approval rules are written once as code and reviewed like code.
ContextFile: documents that come with their proof
What it does. ContextFile is a marketplace where people and AI agents make, buy and sell context files, documents, specs and images. Each item ships with a signed report that ties its claims to their sources, and the report is filed in AI Source of Truth.
How it helps buyers. You know what you are paying for before you rely on it. If an item misses its quality bar, you get your money back.
How it helps creators and companies. Good work earns a better price because buyers can check it. Teams can feed their AI agents material they trust instead of whatever a search turns up.
AI Source of Truth: the public record of the AI agent economy
What it does. AI Source of Truth is a provenance and evidence registry. Every AI-created asset, verification and incident gets a signed, permanent, checkable record. Each asset’s page holds what it is, who made it, what verified it and under which judge, what it fed downstream and every correction it ever received. Records are never deleted, reordered or edited; corrections arrive as new records beside the original. Agents read it as data, and every page on the site is a rendering of the same API.
How it helps users. You can verify a record in three steps without trusting us: fetch it, check its signature in your own browser against the published key directory, and re-run any claim against the passage it cites. Anyone can mirror the whole log. The data is CC0, with a full dump every night.
How it helps companies. Any verifier that produces reports in the open schema may apply to publish, and no publisher gets different treatment. A company can publish proof of its AI work once, at a stable address, instead of answering the same question from every customer. When something goes wrong, the record of what happened is already sealed.
Sales and GTM
These two cover the other side of a small company: finding customers, and keeping what was promised to them.
SalesAsCode: your first sales hire should be software
What it does. SalesAsCode is an AI revenue team for founders who sell their own product: one workspace with nine AI roles, and you review the work. It reads your website and turns it into a business brief. You approve a customer profile, and by the next morning it has researched up to 10 companies with the reason each one fits, found up to 5 contacts with the evidence for each address, and drafted an opening email for each. It runs on your own AI key and your own Gmail.
How it helps founders. Choosing who to sell to, finding the right person and writing the first email no longer wait for a free evening. The judgment and the send stay with you: you confirm the brief, choose the profile, edit the drafts in your own voice and send them from your own mailbox. Replies too.
How it helps companies. A company can sell steadily before it can afford a sales hire. Each draft sits beside the research it came from, so anyone can see why an account was chosen, and contacts come from your own saved records or your own Apollo account. It is not for anyone who wants outreach sent unread.
CommitOps: every promise in one list
What it does. Connect a mailbox, and CommitOps finds the commitments your team made to customers: the exact sentence, who said it and to whom. Each promise links to the work that keeps it and the revenue that depends on it.
How it helps the people who make promises. Salespeople and account managers stop tracking promises in their heads or in scattered notes.
How it helps companies. Founders see which promises are open, which are late and which deals depend on them, before a customer has to ask.
Financial
These two are for traders and investors. Both test an idea before money moves, and both publish what failed.
15 Minute Markets: know where the edge is, and where it is not
What it does. 15 Minute Markets is an independent research desk for prediction markets on Kalshi, Polymarket US and global Polymarket. It checks every settlement against the contract’s own rule and matches fees to a hundredth of a cent. Every strategy trial is registered before it runs, and the ones that fail are published next to any that pass. One of its first 48 trials has passed, and no strategy has yet passed the live test on real fills. The site says so as plainly as it would say yes. Each figure carries its source and its date, and a public ledger lists every gap in the recorded data.
How it helps traders. You learn what decides a contract before you size a position: which index it settles on, what the fee really is and what a data outage does to your side of the trade. Studies and the trial registry are on the site. Paid plans add an MCP server, now in early access, so your AI agent can run a pre-trade check. No tool can place an order.
How it helps firms. Trading desks and data teams get the same numbers through a data API with signed daily files, plus signed webhooks that warn when a venue changes a rule, a fee or a settlement source before a position settles on it.
15 Minute Markets is independent and is not affiliated with, endorsed by or sponsored by Kalshi or Polymarket.
StockGaines: your whole financial life, run to one risk level
What it does. StockGaines is a private wealth office and trading desk: one desk to plan, invest, trade, track and file. You start by setting how much a bad year may cost you, and the whole desk runs to that one risk level. It puts everything you own in one place, with net worth, scenario tests and tax preparation, and each figure names its source and date. A stale figure says so.
How it helps investors. No idea reaches your book until it clears a research bar most ideas fail. Each strategy is tested against a 50/50 blend of the S&P 500 and Nasdaq-100 over the same sessions, because beating the market on paper is not proof. None of four well-known smart-money strategies beat that blend out of sample, and the site says so. Your own ideas follow the same path: bring a thesis, test it, open a paper account and watch the record. Paper comes first, always.
How it keeps you in charge. You can ask for a change in plain words, and the AI drafts it as a card for you to confirm. Nothing runs until you click, and a trade also needs your code. The AI has no tool that places an order, and bank links are read only. Between visits a scheduled agent keeps watch, sends phone alerts and writes a weekly summary, but nothing there moves money on its own. At tax time the return is prepared for your CPA to review and file.
StockGaines is open by invitation while its record builds. It is not investment advice or a registered investment adviser, and it does not guarantee any return. Past results do not predict future ones.
How the products work together
You can use any one product without the others. They also connect, which is why we build them in one company.
Every product follows the same pattern: an AI does the work, a person approves what matters, and the record stays where anyone can check it. RepoOps runs a fix only after a person approves it. SalesAsCode sends an email only after you approve it. StockGaines drafts each change as a card you confirm. PromptCompute is that approval step on its own, so any team can add it to their own agents with one tool call.
Inside the AI coding group, the four products follow one piece of work. A team feeds its agent material from ContextFile, each item with a signed report. RepoOps records the change the agent makes to the code, who approved it and what it cost. When the same agent needs to act outside the code, such as issuing a refund or sending an email, PromptCompute pauses it until the right person signs off, and keeps the signed decision. AI Source of Truth sits underneath: RepoOps can file its signed records there, and ContextFile files the proof for every item it sells. Because the registry is neutral and public, a record means the same thing to whoever reads it, and it stays readable even if one of our own products goes offline.
In sales, SalesAsCode finds customers and drafts the first email. CommitOps then checks that what sales promised matches what engineering built. Small companies lose track of exactly this: a deal closes on a promise, and the promise never reaches the people writing the code.
The financial products hold ideas to the same habit as the rest. 15 Minute Markets registers each strategy trial before it runs and publishes the ones that fail. StockGaines tests each strategy against the market on paper before it touches real money. Strategy results from 15 Minute Markets can be published as records in AI Source of Truth that anyone can check.
The same team often needs products from more than one group. A founder at a 20-person company might use SalesAsCode to find customers, CommitOps to track what was promised to them, RepoOps to watch what their AI coding agents cost and PromptCompute to let a support agent issue refunds while a person signs off on each one. The shared public record lets each of those claims be checked by someone outside the company.
Where we are
All eight products have their sites up now. CommitOps, the last to launch, is live at commitops.ai. 15 Minute Markets and StockGaines are open by invitation, and the ContextFile catalog opens soon. If you want early access to any of them, or want to talk about working together, send us a message.