Code Generation is solved
Lifecycle Management is not

Coding agents write great scripts. But who maintains them?Octomind wraps AI-generated tests in a self-healing, managed platform.

Coding Agent
10%of the solution
⚠ Last updated: 3 months ago
Playwright Script
fragile • no retry • no infrastructure
Octomind
100%complete platform
Managed Browser Grid

Parallel execution & scaling

Auto-Healing & Smart Waits

Self-repair on failure

Playwright Script

Standard, portable code

Agent: 10% → Octomind: 100%

Trusted by hundreds of teams around the world

BRM
Deriv
Fixify
Wingrep
Hadrian
Lennar

Continuous Discovery

The only agent that lives in your PRs

Stop manually prompting for tests. When you merge, Octomind scans your deployment, discovers new flows, and opens a PR with the generated tests automatically.

Add generated E2E tests for checkout flowOpen
Octomind
octomind-botcommented 1 minute ago

🔍 I detected a new flow in /checkout.

I have generated a new test case: checkout-guest.spec.ts

Octomind / E2E TestsPassed
in 2m 34s

Infrastructure & Stability

It works on your machine
We make sure it works everywhere

Raw Playwright scripts are brittle. They fail on network jitters and hydration issues. Octomind's runtime wraps your tests with smart waits, auto-retries, and trace recording—batteries included.

Standard Playwright Code

Your test logic, portable and readable

Smart Wait & Retry Logic

Handles flakiness, hydration, network delays

Managed Browser Grid

Parallel execution, trace recording, scaling

↑ What Coding Agents miss

Build vs. Buy

The full picture, at a glance

Coding Agent
(DIY)
Octomind Platform
DiscoveryManual PromptingAuto-Discovery on Merge
MaintenanceManual RewriteSelf-Healing AI
InfrastructureYou manage CI shardsZero-Config Cloud Grid
DebuggingConsole LogsInteractive Trace Viewer
OwnershipYour CodeYour Code (Export anytime)

frequently asked questions

Everything you need to know about Octomind vs. coding agents

Why shouldn't I just ask a coding agent to write my Playwright tests?
You absolutely can, and they will work on Day 1. The problem starts on Day 2. When your UI evolves, hydration logic changes, or a selector breaks, you have to manually debug and re-prompt the agent for every single failure. Octomind handles this entire lifecycle automatically—detecting changes, analyzing the failure trace, and self-healing the test definition without your intervention.
Am I locked into a proprietary platform?
No. Unlike "no-code" tools that store tests in a black box, Octomind generates standard, open-source Playwright code. You can execute these tests locally, debug them in VS Code, or export them entirely if you ever decide to leave. We believe the value is in the management of the tests, not in holding the code hostage.
How is your AI different from a generic LLM like ChatGPT or Claude?
A generic agent only sees code (text). It guesses based on syntax. Octomind's AI has runtime context—it "sees" the browser execution trace, the DOM snapshots, and the network logs during the test run. This allows it to understand why a test failed (e.g., "The button is covered by a cookie banner" vs. "The button doesn't exist") and fix it accurately, which a text-based agent simply cannot do.
Do I have to manually prompt Octomind to generate tests?
No. This is the difference between a "tool" and a "platform." Octomind integrates directly into your CI/CD pipeline. When you merge a Pull Request, we proactively scan your deployment for new routes or broken flows and generate the necessary tests automatically. We watch your app so you don't have to remember to test it.
AI tests are often flaky. How do you prevent that?
Raw Playwright scripts generated by LLMs often miss complex wait conditions (like hydration or network idleness), leading to flake. Octomind runs your tests on a managed grid with "batteries-included" infrastructure: smart auto-retries, advanced waiting logic for modern frameworks (Next.js, Qwik), and environment stabilization. We provide the reliable runtime that raw scripts lack.

release confidence starts here

Try Octomind and instantly get stable runs, visual debugging, and self-healing tests.