Open source first
The founder published the code for free. Developers who did not want to run the code themselves paid for a hosted version.
Open source first holds 10 of the 252 stories on Aiolum: 6 run by a solo founder and 4 by a team of 2 to 10. Together they report US$1M in verified outcomes; the largest is LLM Gateway, US$1M in Stripe-verified gross receipts in 12 months, September 2026. 6 headline numbers carry evidence grade A (disclosed or verified), 1 grade B (independent press) and 1 grade C (founder claim), and 2 are grade D (reported, not verified). The median story reached its headline number 27 months after launch. The founders are in 6 countries, most often USA and India. The most common main channel is open source (7 of 10). The tools named most often in their sources are GitHub (10), Stripe (8) and Next.js (7).
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Evidence gradesA disclosed or payment-verifiedB independent pressC the founder's own figuresD reported, not verifiedHow we verify
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The revenue trend compares the latest months in the sources with the months before them. Falling means revenue is about 15% or more below the best recent months, or the sources report a fall. The headline number is the yearly figure or the sale value on each card.
10 of 252 stories shown
The founder took a twenty-year-old product category with no open-source entry and open-sourced all of it, which gave him millions of Docker downloads and 37,000 GitHub stars without a marketing budget. Revenue stayed small for a year. It multiplied when he turned the product toward people who automate their posting with n8n workflows and, from late 2025, with AI agents, which need an API-first scheduler and keep paying because they post without human effort.
Read the storyEvery team that builds with AI models ends up with several provider accounts, keys, invoices and SDKs. One gateway with open code replaces them, and a developer can read the code before sending traffic through the hosted version. In 2026 the founders added DevPass, a flat monthly price for coding agents with an allowance of up to three times the price in model usage. The verified monthly receipts grew from US$57,994 in January 2026 to US$249,922 in August 2026; TrustMRR does not split them by product.
Read the storyThe plugin lives inside Obsidian's community plugin store, which the founder says gave it organic growth with no ads or paid creators: 300,000 downloads by the end of 2024, 1 million by February 2026 and 2 million by October 2026. The code is free, so there was nothing to sell until the company added a managed layer on top: hosted models, web search and tools that work without any setup. One-time lifetime plans, first Believer and then Supporter, brought large payments in single months. TrustMRR, reading the company's Stripe account, shows US$913,644 of revenue in total and US$17,899 of monthly recurring revenue from 1,356 subscriptions on 27 October 2026, after a fall of about 51% from the best month, February 2026.
Read the storyxAI released Grok Bot, a messaging app of AI agents, in beta on 11 August 2026. The two founders published their own open version about two hours later, under the name OpenGrokBot, and pitched it to people who wanted the same idea on Claude or Codex instead of Grok. Payment records show the first payment on 27 September 2026 and US$5,503 in the 30 days to 25 October 2026.
Read the storyThe founder released it as a free open-source tool nine days after he wrote that the new GPT-4 Vision and Turbo API previews allowed only 100 requests a day. Hacker News and GitHub trending brought the repository more than 35,000 stars in under three months, and the README sends readers on to the paid hosted version for people who do not want to set up keys and servers. It had made US$1,000 within 19 days, with a Stripe payment link and no user accounts.
Read the storyThe founder first gave away the same idea as free open-source code, which collected about 2,000 GitHub stars, and he already had a free Chrome extension with at least 10,000 users among search specialists. The paid version removes the installation work and adds data that the free code does not have. Most of the first buyers came from that existing audience.
Read the storyOne researcher who had led AI-guided optics design at Alphabet and Meta put the tooling of that field into the open, with a shared benchmark that anyone could run. Apple, which designs cameras, displays, sensors and lidar parts, bought the assets and hired him. The buyer's filing with the European Commission is the only hard document; it gives no price.
Read the storyQuestgen started as free open-source code on GitHub whose README sends readers to questgen.ai, where the paid plans are. Both apps then won search traffic for exact phrases such as "AI meme generator", and Supermeme says it has spent nothing to acquire its users. Costs are low: in June 2022 the founder said his two products were profitable at US$500 and US$100 a month. So a part-time team with no investors can keep them running.
Read the storyThe founder built it for his own inbox, published the code from the first day and launched it on Product Hunt the day after Christmas 2023, where he says it finished first. The open-source community, two newsletters and the GitHub trending page brought the first thousands of users. According to the Startup Founder Stories summary of his Indie Hackers interview, he then narrowed the product to a niche when larger competitors arrived and reached US$10,000 in monthly recurring revenue about a year after the first customer.
Read the storyThe founder published his upscaler as free, open-source code in March 2024, presented as an alternative to the paid tool Magnific, and the repository collected thousands of stars from developers. People who did not want to run the code themselves paid for the hosted app. The founder said in mid-2024 that this reached US$5,000 of monthly recurring revenue two months after launch.
Read the storyThe next verified one-person AI business goes here. Same structure, same evidence grades.
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Every number on these cards carries an evidence grade. How Aiolum verifies explains the four grades and the five parts of each story.