October 13, 2025
The AI Metric that might surprise you
Before I reveal the metric, let me give you some context.
Supercharge your software development with a Long-Horizon Coding Agent. NonBioS works autonomously for hours, but smart enough to ask for guidance when needed.
Trusted by engineers who have worked at
NonBioS works independently on multi-hour coding tasks but intelligently pauses when it needs your input or clarification. You can also interrupt and redirect it at any time, ensuring it always meets your expectations while handling complex, time-intensive development work.
Whether you’re developing backend services or crafting dynamic frontend applications, NonBioS provides full-stack capabilities with total visibility and control.
Monitor every command, review real-time updates, and guide NonBioS seamlessly—without sacrificing transparency or control.
Interact with NonBioS using natural language and receive instant, detailed responses. Whether you need to run a specific command or let the AI build an entire module, every action is visible and adjustable to your feedback.
Access your cloud VMs directly via our built-in shell, run and debug code until perfection, and ensure every operation is securely managed. NonBioS is designed for complete integration into your secure development environment.
Engineering Manager at Citi
I am quite amazed at what it could do. You can create whole software from scratch without writing a line of code. Just provide the problem statement to it ( inline or as attachment ) and sit down & relax while it cooks...
Software Engineer (E6) at Meta
Extremely impressed with nonbios.ai . A close friend Nishant Soni is working on a new startup & I had a few small tasks that I thought I would do 'over weekend' but they were not happening. I was able to do one of that in half an hour using Nonbios...
Director - Product at Yahoo!
..the good thing about nonbios is that it explains why it does a particular step - and you can alternate between you taking control and nonbios taking control seamlessly, as an iterative process. lovable etc is good for doing a quick prototype, but i would use nonbios if i wanted to build a production app...
Features
nonbios-1 is our first non-biological (AI Agent) which can write code to implement a feature against an existing code base.
nonbios-1 has the ability to write and integrate programming code with a pre-existing code base, replicating actions typically performed by a human Software Engineer. This involves the ability to browse, read, comprehend and modify code to produce new features.
nonbios-1 can accept feature requirements in natural language form, understand the need, and then generate the necessary code changes across multiple files to effectively implement the new feature.
Complete software engineering capabilities: NonBioS reads, understands, and modifies code across entire codebases, translating natural language requirements into functional implementations and handling complex edits to existing software systems.
Grounded Linux capability: NonBioS operates in a private Linux environment with full system access. Deploy databases, orchestrate containers, manage CI/CD pipelines, configure cloud infrastructure—everything a software engineer can do on the command line.
Multi-hour autonomous sessions with intelligent collaboration: Works independently on complex development tasks while knowing when to pause for guidance, ensuring alignment with your technical vision throughout extended development cycles.
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Code Understanding
• Analyzes GitHub repositories
• Answers questions about codebase
• Provides detailed code explanations
• Suggests improvements and refactors
Secure Integration
• Works directly in your environment
• Protected credential management
• Full access control and monitoring
• Secure repository management
Flexible Working Modes
• Work step-by-step with complete control
• Let it autonomously build entire modules
• Review proposals before implementation
• Guide it through specific tasks
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Complete Control
• Your Development, Your Rules
• Take over at any point
• Run direct shell commands
• Review before each commit
• Control the entire workflow
Quick signup, give NonBioS a high-level instruction, see progress within minutes. Your first multi-hour session is on the house.
