AI is writing more code than ever. But who’s making sure it runs?
We’re entering a new phase in software development — one where engineers no longer write most of the code. AI coding assistants like Copilot, Cursor, and Replit Ghostwriter are generating entire pull requests, functions, and infrastructure configurations. That’s great for speed. But dangerous for reliability.
In this new AI-driven development era, the bottleneck has shifted: it’s not about how fast code gets written. It’s about how fast it gets validated.
That’s where ephemeral environments come in. AI is writing more code than ever. But who’s making sure it runs? AI is writing more code than ever. But who’s making sure it runs? We’re entering a new phase in software development — one where engineers no longer write most of the code. AI coding assistants like Copilot, Cursor, and Replit Ghostwriter are generating entire pull requests, functions, and infrastructure configurations. That’s great for speed. But dangerous for reliability. In this new AI-driven development era, the bottleneck has shifted: it’s not about how fast code gets written. It’s about how fast it gets validated. That’s where ephemeral environments come in. Tell us about you. At Bunnyshell, we’re building the Software Delivery Platform for the AI era — starting with one of the most frustrating problems in modern development: testing code you didn’t write. As AI-generated code becomes the norm — with tools like Copilot, Cursor, Replit, and others writing entire pull requests — developers need a faster way to validate, debug, and deploy. Our mission is to make every pull request come with a production-like, ephemeral environment. Because in this new world, shipping faster isn’t about writing code — it’s about knowing it works. every pull request come with a production-like, ephemeral environment Tell us how your startup is changing the world. We help developers trust the code they didn’t write. AI is producing code at scale, but that comes with bugs, regressions, and broken pipelines. With Bunnyshell, every PR gets a full-stack, production-grade preview environment — in seconds. Teams can run automated tests, simulate real data, reproduce bugs, and share URLs with QA or PMs. We're not just speeding up delivery. We’re rebuilding trust in the development cycle by making runtime validation part of the dev workflow. rebuilding trust in the development cycle What sets you apart from the competition? Others give you CI pipelines. We give you actual, running systems — per pull request. What makes Bunnyshell unique is the orchestration layer that turns Kubernetes clusters into on-demand environments for every branch, across microservices. We handle snapshots, self-healing, auto-teardowns, and integration with AI-driven dev tools. on-demand environments for every branch We’re already used by open source powerhouses like ArgoCD and Sylius to speed up code review and testing across contributors — and thousands of startups  rely on Bunnyshell to keep up with rapid AI-assisted dev cycles. ArgoCD Sylius What does it mean for you to win this title? It’s a signal that the world is paying attention to the future of development. We’re honored to be recognized — not just as a dev tool, but as a platform helping usher in the next phase of software: AI-assisted, environment-aware, and lightning-fast. next phase of software: AI-assisted, environment-aware, and lightning-fast What do you love about your team, and why are you the ones to set out for this mission? We’re a team of hackers, builders, and platform nerds. Our engineers can spin up Kubernetes clusters blindfolded, and our customer success team speaks YAML fluently. What unites us is a belief that infrastructure should never block innovation — and that AI development needs real-time feedback loops. infrastructure should never block innovation Looking back, what milestone was the biggest turning point for your startup? Our biggest shift was realizing we weren’t just solving staging problems. We were building infrastructure for AI-generated code. That realization pushed us to redesign the platform to support agent-based workflows, remote dev environments, and full-stack previews — not just for humans, but for AI copilots too. AI-generated code What’s one valuable lesson you learned this year that you’d pass on to other startups? Developers won’t wait. When AI generates five features before lunch, the rest of the toolchain needs to keep up. We learned to optimize cold-start performance, integrate tightly with GitHub, and make environment creation near-instant — because the feedback loop is now the bottleneck. Developers won’t wait. How do you envision your industry evolving in the coming years, and how will your startup stay ahead? The future of dev isn’t just “AI-assisted.” It’s AI-directed. Human oversight, AI agents writing code, and ephemeral environments as the bridge between them. We believe the entire software delivery pipeline will revolve around what AI generates and how humans validate it. Bunnyshell is built to be the backbone of that pipeline. AI-directed what AI generates how humans validate it How do you or your company intend to embrace the responsibility of this title in 2025? We’re turning this recognition into momentum: speaking at conferences, collaborating with AI platform builders, and growing our community. We want every developer building with Copilot or Cursor to have access to environments that show their code actually works. actually works What goals are you looking forward to accomplishing in 2025? 100,000 developers using Bunnyshell for AI-generated code testing
Partner with more OSS projects to offer Preview Environments-as-a-Service
Open-source key parts of our orchestration engine 100,000 developers using Bunnyshell for AI-generated code testing Partner with more OSS projects to offer Preview Environments-as-a-Service Open-source key parts of our orchestration engine 2024 has been crazy, with all the new techs, and all the geopolitics fluctuations. What are the impacts of these to your startup, and to your industry as a whole? Be as brief or as detailed as you like. It forced clarity. Between the AI boom and cloud cost spikes, teams had to rethink their toolchain. We adapted by making our ephemeral environments more efficient, cheaper, and tightly integrated with the new wave of AI development tools. We would love your feedback on HackerNoon as a tech publication! How has your experience been with us? This platform has been one of the few that consistently highlights real startups solving real technical problems. It’s not fluff — it’s devs talking to devs. We love it. real real Any words of wisdom you’d like to share with us? If AI is writing the code, make sure your platform can prove it works. About HackerNoon’s Startups of The Year
Startups of The Year 2024 is HackerNoon’s flagship community-driven event celebrating startups, technology, and the spirit of innovation. Currently in its third iteration, the prestigious Internet award recognizes and celebrates tech startups of all shapes and sizes. This year, over 150,000 entities across 4200+ cities, 6 continents, and 100+ industries will participate in a bid to be crowned the best startup of the year! Millions of votes have been cast over the past few years, and many stories have been written about these daring and rising startups.
The winners will get a free interview on HackerNoon and an Evergreen Tech Company Newspage.Visit our FAQ page to learn more.
Download our design assets here.Check out the Startups of the Year Merch Shop here.HackerNoon’s Startups of The Year is a branding opportunity unlike any other. Whether your goal is brand awareness or lead generation, HackerNoon has curated startup-friendly packages to solve your marketing challenges.
Meet our sponsors:
Wellfound:. Join the #1 global, startup-focused community. At Wellfound, we're not just a job board—we're the place where top startup talent and the world's most exciting companies connect to build the future.
Notion: Notion is trusted and loved by thousands of startups as their connected workspace—from building product roadmaps to tracking fundraising. Try Notion with unlimited AI, FREE for up to 6 months, to build and scale your company with one powerful tool. Get your offer now!
Hubspot: If you’re looking for a smart CRM platform that meets the needs of small businesses, look no further than HubSpot. Seamlessly connect your data, teams and customers in one easy-to-use scalable platform that grows with your business. Get started for free.Bright Data: Startups that leverage public web data can make faster, data-driven decisions, giving them a competitive edge. With Bright Data’s scalable web data collection, businesses can grow from a small operation to an enterprise by harnessing insights at every stage.
Algolia: Algolia NeuralSearch is the world's only AI end-to-end Search and Discovery Platform combining powerful keyword and natural language processing in a single API. About HackerNoon’s Startups of The Year Startups of The Year 2024 is HackerNoon’s flagship community-driven event celebrating startups, technology, and the spirit of innovation. Currently in its third iteration, the prestigious Internet award recognizes and celebrates tech startups of all shapes and sizes. This year, over 150,000 entities across 4200+ cities, 6 continents, and 100+ industries will participate in a bid to be crowned the best startup of the year! Millions of votes have been cast over the past few years, and many stories have been written about these daring and rising startups. Startups of The Year 2024 many stories The winners will get a free interview on HackerNoon and an Evergreen Tech Company Newspage. free interview Evergreen Tech Company Newspage Visit our FAQ page to learn more. FAQ Download our design assets here. here Check out the Startups of the Year Merch Shop here. here HackerNoon’s Startups of The Year is a branding opportunity unlike any other. Whether your goal is brand awareness or lead generation, HackerNoon has curated startup-friendly packages to solve your marketing challenges. startup-friendly packages Meet our sponsors: Meet our sponsors: Wellfound:. Join the #1 global, startup-focused community. At Wellfound, we're not just a job board—we're the place where top startup talent and the world's most exciting companies connect to build the future. Wellfound: Join the #1 global, startup-focused community Notion: Notion is trusted and loved by thousands of startups as their connected workspace—from building product roadmaps to tracking fundraising. Try Notion with unlimited AI, FREE for up to 6 months, to build and scale your company with one powerful tool. Get your offer now! Notion: Try Notion with unlimited AI, FREE for up to 6 months Get your offer now ! Hubspot: If you’re looking for a smart CRM platform that meets the needs of small businesses, look no further than HubSpot. Seamlessly connect your data, teams and customers in one easy-to-use scalable platform that grows with your business. Get started for free. Hubspot: Get started for free Bright Data: Startups that leverage public web data can make faster, data-driven decisions, giving them a competitive edge. With Bright Data’s scalable web data collection, businesses can grow from a small operation to an enterprise by harnessing insights at every stage. Bright Data: Bright Data’s scalable web data collection Algolia: Algolia NeuralSearch is the world's only AI end-to-end Search and Discovery Platform combining powerful keyword and natural language processing in a single API. Algolia: AI end-to-end Search and Discovery Platform

Algolia

Discovery

Meet Bunnyshell, Winner of Startups of The Year 2024 in Palo Alto, CA

Too Long; Didn't Read

CTA: Download the FREE AI Productivity Shift report

Meet Bunnyshell, Winner of Startups of The Year 2024 in Palo Alto

About Author

Comments

TOPICS

THIS ARTICLE WAS FEATURED IN

Related Stories

Untitled Story

Meet Bunnyshell, Startups of the Year 2024 Nominee