Zerg AI | Continuous Software

[ Continuous Software ]Software That Writes Itself

Software shouldn't be written once and maintained forever. Zerg continuously rewrites code as your environment changes—APIs, requirements, dependencies. All of it.

Think CI/CD, but for the code itself. Zerg observes your repos, tests, and APIs, then regenerates what needs to change. No tickets filed.

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[ The Limits of Static Software ]

The ChallengeCode Written Once Can't Keep Up

The World Moves Faster Than Your Code

Small Drift, Big Problems

Copilots Still Need a Pilot

More Integrations, More Engineers

0.1/0.4

Third-party APIs change without warning. Dependencies update. Requirements shift. Meanwhile, your code stays frozen until someone manually fixes it.

[ Infrastructure, Not a Tool ]

How Zerg Works

Configure It. Deploy It. Let It Run.

You don't chat with Zerg or give it prompts. You configure it, point it at your environment, and let it run—like you would with CI/CD or Kubernetes.

Models Your Environment

Zerg builds a model of your system—repos, APIs, tests, dependencies. It understands what your code should look like given the current state of everything around it.

Finds Equilibrium

There's no "done." Requirements conflict. APIs change. Zerg continuously finds the balance, regenerating code when the equilibrium shifts.

Runs Without Supervision

No one needs to watch it. Zerg observes your repos, tests, and logs. When something changes, it reacts. You get notified when it matters.

Remembers Everything

Sessions persist. Context accumulates. Zerg doesn't start fresh every time—it builds on what it learned, becoming more effective over time.

[ Getting Started ]How It Works

/ You give Zerg the requirements. It handles the rest.

Point It at Your EnvironmentConnect Zerg to your repos, APIs, data sources, and CI/CD. Give it your specs, schemas, and requirements.

Zerg Generates CodeIt writes production-ready components with tests. The code meets your spec and fits your architecture.

It Keeps WatchingZerg monitors for changes—upstream APIs, dependencies, requirements. When something shifts, it notices.

It Regenerates When NeededDrift detected? Zerg rewrites the code to match the new state. You don't file a ticket. It just happens.

[ Beyond Copilots ]Why Continuous Software

You're Not in the Loop

Copilots need you to prompt them, review their work, and approve changes. Zerg doesn't. It runs on its own, and you check in when you want.

Changes Don't Surprise You

When an upstream API changes, Zerg knows before you do. It regenerates your integration before anything breaks.

Headcount Stops Being the Limit

Want 50 more integrations? You don't need 50 more engineers. Zerg handles volume the way infrastructure does—by running more instances.

Everything Gets Tested

Generated code comes with tests. Zerg monitors for drift and catches problems before they hit production.

The Tedious Stuff Gets Done

CVE fixes, integration upkeep, dependency updates—the work nobody wants but everyone needs. Zerg handles it.

Set It and Forget It

Configure your requirements once. Zerg keeps code aligned with your environment for as long as you need it to.

[ Always Improving Software ]

Compare Zerg to Other Solutions

Manual
Engineering

Generic
Integration Tools

Zerg:
Autonomous AI

Maintenance Effort

High; constant upkeep

Partial automation; still requires manual effort

Near-zero; fully autonomous

Reliability & Security

Prone to human error, slow fixes

Limited adaptability; occasional failures

AI continuously monitors & adapts

Scalability

Resource-intensive; linear growth

Limited scalability by prebuilt constraints

Infinite scalability; autonomous deployment

Time-to-Value

Weeks/months per component

Faster but still human-intensive

Immediate value, minimal human oversight

[ Our customers already see ]

Early Success Stories

Enterprise integration catalog maintained autonomously

CVE remediation running continuously without human intervention

Data pipeline adapting to schema changes in real-time

[ See It Run ]

Get Started

Watch Zerg connect to a live environment and regenerate code as requirements change. No prompting. No babysitting.

Request a Demo

We'll show you Zerg running against a real environment— monitoring, detecting changes, and regenerating code.

Talk to Us

Tell us about your integration challenges. We'll show you how continuous software fits into your stack.

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