The archive · Developer & Business Tools · Strategic decision · 2025–2026
Keystone's AI Engineer Bet: Founder Turns Down Acquisition, Open-Sources
Keystone (YC S25) bets AI fixes production bugs; had customers, turned down acquisition, renamed Proliferate, open-sourced.
Keystone · Proliferate
What the business is
Started as an 'AI on-call engineer', automatically triaging tickets, fixing bugs, and handling production incidents; now Proliferate, offering an MIT-licensed, self-hostable company coding agent platform.
Starting capital:Completed a $500,000 seed round in September 2025, with investors including M.G. Siegler, Harrison Metal, Partech, Tekton, The HIT Forge, and Y Combinator.
How it started
Pablo Hansen completed a master's degree in AI at age 19 and was the first employee at Onyx (YC W24); he founded Keystone in 2025 and was selected for the YC S25 batch; the company's goal was to use AI to automatically triage tickets, fix bugs, and handle incidents, serving as the team's 'on-call AI engineer'.
What happened
At Demo Day in September 2025, TechCrunch listed it as one of the 9 companies investors most wanted to back: customers included Lovable, and the founder said it had turned down a seven-figure acquisition offer; that month it completed a $500,000 seed round. The company later renamed to Proliferate and transformed the product from a closed-source bug-fixing tool into an MIT-licensed, self-hostable coding agent platform, focused on 'company-level background agents': each agent has an isolated sandbox, can access internal services, is triggered by any event, and is collaboratively validated in multi-user real-time preview.
No ending yet — it is still running.
Background
Keystone is a San Francisco AI developer tools company founded in 2025, betting that 'AI can act as an on-call engineer': automatically triaging tickets, fixing bugs, and handling production incidents. Founder Pablo Hansen earned a master's degree in AI at age 19 and was the first employee at Onyx (YC W24); his company Keystone was selected for the YC S25 batch and had already landed AI-native customers such as Lovable before Demo Day.
At the S25 Demo Day in September 2025, YC investors interviewed by TechCrunch listed it as one of the companies they most wanted to invest in across the batch: the 20-year-old founder held a master's degree in AI, the product was already fixing production bugs for customers, and it had turned down a seven-figure acquisition offer. That month it completed a $500,000 seed round, with investors including M.G. Siegler, Harrison Metal, Partech, Tekton, and others.
The company did not continue along the 'closed-source bug-fixing tool' path; instead, it renamed to Proliferate and transformed the product into an MIT-licensed, self-hostable coding agent platform: agents have isolated sandboxes, access internal services through an action catalog, are triggered by any event, and teams can preview and take over in multi-user real time. The narrative was upgraded from 'AI that helps you fix bugs' to 'open-source infrastructure that helps you build company-level coding agents'.
As of September 2026, Proliferate is still operating and in early commercialization: the open-source repository has been published, and the team is validating engineering efficiency gains from background agents with a small number of customers. It demonstrates a path of upgrading the bet from a narrow product to an open-source platform—first proving single-point value with paying customers, then betting on infrastructure.
What has to be true
- Entered from painful scenario: fixing production bugs needs codebase and environment understanding, scalable by AI, time-consuming for humans.
- Validated first: had customers like Lovable and acquisition offer before Demo Day.
- Refused exit: turned down acquisition, open-sourced platform, upgraded to infrastructure.
- Open source lowers trust: MIT license and self-hosting enable enterprise adoption.
What can be applied
Validated narrow bet, then expanded: proved AI fixed bugs with customers and offer, then open-sourced platform for larger battlefield.
Aftermath
As of 2026-09-01: the company operates under the name Proliferate (YC company page status Active, San Francisco, founded in 2025), promoting an MIT-licensed, self-hostable coding agent platform; according to its YC Launch description, the repository has been open-sourced, the team is validating engineering efficiency gains from background agents with a small number of customers, and demo scheduling and self-hosting documentation are open; the YC company page still retains a historical entry for Keystone.
Sources
- The 9 most sought-after startups from YC Demo Day
- Keystone: Funding, Team & Investors
- Proliferate: Do your life's work with agents
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