Agent Wins is a library of AI agent use cases that actually worked, each linked to its source post with the result and a copy-ready recipe. Its maker, AppSec engineer Chevon Phillip, had a team of AI agents build it: six Grok Bot roles (PM, TPM, build engineer, content editor, growth lead, chief of staff) plus Cursor agents that write and test code and open PRs. He approved the decisions. The team took it from an empty repo to a live launch with Stripe checkout in about 14 hours. After launch: 307 impressions on the launch post, 45 unique visitors in four days, and 0 sales. On Oct 23 the site still showed 100 of 100 Founding Passes left [1][2][3][4].
What does Agent Wins (built by a Grok Bot + Cursor agent team) sell, and to whom?
A sourced library of AI agent use cases that worked, with copy-ready recipes: free to browse, $19 Founding Pass (first 100 buyers), then $9/month or $49/year; $99 sponsor weeks.
People who already pay for an AI agent (Grok Bot, Claude, ChatGPT, Codex and others) and want proven jobs to hand it, with receipts and steps; and agent-tool companies that want to sponsor that audience [2][4][10].
How was Agent Wins (built by a Grok Bot + Cursor agent team) built?
The loop was idea, review, build, test, PR, report, with an agent on each step and the human approving decisions. The six Grok Bot roles plan and review; Cursor agents write and test the code and open PRs, and the bots review and report back [1]. Between Oct 12 and 14: 47 commits on Agent Wins, 14 PRs opened and merged in one day, 28 Linear issues created and 19 shipped, 21 deploys across his other sites since Oct 7, and 11 daily standup reports in Notion written by the agents [1]. The PRs covered an MCP server, PostHog analytics, a Cloudflare production deploy pipeline and a security patch [1]. Every win links back to its public source post, with the result, cost and time as 'receipts' [4][6].
What is the business model?
Free to browse every receipt plus 20 full recipes. Pro unlocks the steps and prompts for all 30 Pro recipes: a $19 one-time Founding Pass for the first 100 buyers, then $9/month or $49/year, with a 7-day refund. Sponsors: $99 for a founding sponsor week [5][10].
Where does the traffic come from?
A launch post and build-in-public updates on X from a ~3,900-follower account, Google Search Console and Bing Webmaster Tools with a submitted sitemap, 3 emails and 5 X DMs to possible sponsors, no paid ads [2]. Show HN was flagged right away because the HN account was brand new, and Indie Hackers wouldn't let the account post yet [2][9]. Top referrers Oct 13-16: direct (39 pageviews), github.com (15), t.co (9) [2].
What revenue has Agent Wins (built by a Grok Bot + Cursor agent team) reported?
Reported revenue: $0 (0 Founding Passes sold of 100; one test purchase refunded), per Agent Wins update on X (Oct 21) (2026-10-21).
- 2026-10-12Agent team starts from an empty repo [1]
- 2026-10-13Live launch with 34 sourced wins across 9 agents, Stripe checkout and sponsor page [6]
- 2026-10-15Posts the agent team's numbers: ~14 hours to launch, 47 commits, 14 PRs merged in a day [1]
- 2026-10-17Day-4 scoreboard: 0 sales, 45 visitors, 307 launch impressions; 3 emails and 5 DMs sent to possible sponsors [2]
- 2026-10-21Update: still 0 sales; Show HN flagged for a new account [3]
- 2026-10-23Site lists 50 wins; 100 of 100 Founding Passes left [4]
What does the agent do, and what does the human do?
- Grok Bot PM, TPM, build engineer, content editor, growth lead and chief of staff plan, review and report
- Cursor agents write and test code and open PRs (MCP server, analytics, deploy pipeline, security patch)
- Write 11 daily standup reports in Notion
- Chooses what to build and what to cut
- Decides what counts as a win and when it's ready to ship
- Approves agent decisions and PRs
- Does outreach and the build-in-public posts
What does it cost to run?
Sourced: the maker says one $200/month Grok Bot plan ($2,400/year) runs his whole stack: agent email, transactional email, calls and SMS, coding-agent seats and RSS feeds, which would normally be five vendors. Usage since Oct 1: 1.8B tokens across Cursor and Grok Bot, $0.04 in extra credits [7][8]. Domain and hosting are not broken out.
What worked and what didn't?
- Very fast build: a real product with checkout in ~14 hours
- Narrow agent roles with PR review kept the loop debuggable
- Every listing is sourced, which is the product's whole promise
- Posting the zeros in public
- 0 sales after 10 days; the Founding Pass counter hasn't moved
- 45 visitors in the first four days
- Show HN flagged and Indie Hackers blocked on new accounts
- A launch post reached 307 impressions: one post isn't distribution
How do you replicate Agent Wins (built by a Grok Bot + Cursor agent team)?
- Give each agent one narrow role and make the code go through PRs
- Warm up HN and Indie Hackers accounts weeks before launch day
- Cap a founding offer (first 100) so the counter itself is a signal
- Track cost per bet: build time, traffic, signups, revenue, side by side
What are the risks and the moat?
Agent use cases go stale fast as products change. Readers can scroll X for free, so a paid recipe library has to prove its value. Heavy dependence on one platform's plan for the whole build stack.
FAQ
Has Agent Wins made money?
Not yet: 0 sales as of Oct 21, 2026, after one refunded test purchase, and the site still shows 100 of 100 Founding Passes left [2][3][4].
Did AI agents really build it?
Yes, per the maker: six Grok Bot roles plus Cursor agents took it from an empty repo to launch in about 14 hours, with him approving decisions [1].
What does it cost to run?
One $200/month plan for the agent stack; 1.8B tokens since Oct 1 with $0.04 in extra credits [7][8].
What does it charge?
Free to browse; $19 one-time Founding Pass for the first 100 buyers, then $9/month or $49/year; $99 sponsor week [5].
Sources
- [1] Agent team real numbers: empty repo to live launch in ~14 hours (Oct 15)↗
- [2] X article: 'I shipped a real product solo. Nobody's bought it yet.' (Oct 17)↗
- [3] Update: 45 visitors Oct 13-16, 0 sales (Oct 21)↗
- [4] Agent Wins homepage (50 wins, 100 of 100 Founding Passes left)↗
- [5] Agent Wins pricing (Free, $19 Founding Pass, $9/mo or $49/yr)↗
- [6] Launch post (Oct 13)↗
- [7] Cost thread: one $200/month plan runs the stack↗
- [8] Usage since Oct 1: 1.8B tokens, $0.04 extra credits↗
- [9] Show HN flagged on a brand-new account↗
- [10] Sponsor page ($99 founding sponsor week)↗
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