One imported production suite: 36 min → 9 min

Cut your E2E runtime. Keep the coverage.

Import your Playwright, Cypress, or Selenium suite. Kifas reads the real network traffic behind every step, converts what never needed a browser into fast API tests, then runs and self-heals the suite on every push. No suite yet? Connect a GitHub repo and Kifas builds one.

Import your suite Start free

$10 in credits, no card. Import Playwright, Cypress, or Selenium.

Cloud browsers · Emulators · Device Farm · p50 < 3s cold start

BrowseriOSAndroidCanvasCodeSplit

● Compiled · Playwright

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// tests/gmail-login.spec.ts
import { test, expect } from '@kifas/playwright';

test('gmail login with TOTP', async ({ kifas, page }) => {
  // Spawn a warm Chromium on Kifas · p50 2.9s
  const browser = await kifas.browser.spawn('chromium-131');

  // One-line authenticated session: Auth Catalog
  await kifas.auth.loginAs('gmail', {
    user: 'qa@acme.dev',
    totp: process.env.KIFAS_TOTP_SECRET,
  });

  // Save state for reuse across 50 tests
  await kifas.state.save('admin_logged_in');

  await page.goto('https://gmail.com/inbox');

  // AI-explored step: first run, deterministic after
  await kifas.ai.step('Compose new email to raj@acme.dev');

  await expect(page.getByText('Welcome, Maya')).toBeVisible();
});

Maya needs

Gmail login with 2FA in under 15 lines

Raj needs

Enterprise checkout regression at 120 parallels

Jonah needs

Agent eval with persistent multi-turn state

You can

Click a node to inspect it live

⬢

TOTP provider

⬢

claude-sonnet

Load SDK

@kifas/sdk · v1.4.2

🔒 locked 222ms

Spawn browser

Chromium 131 · Linux

🔒 locked 406ms

user: qa@acme.dev + TOTP

🔒 locked 364ms

Save state

handle: admin_logged_in

🔒 locked 485ms

Navigate

gmail.com/inbox

🔒 locked 135ms

Vibe-step

"Compose new email"

◉ AI 412ms

Text contains

"Welcome, Maya"

🔒 locked 158ms

Slack notify

#qa-fails on fail

manual 183ms

60%

One production suite we imported went from a 36-minute run to 9 minutes.Engineering teams run their production E2E suites on Kifas today.

How the conversion works

Import the suite you have. Kifas makes it fast.

Half of most E2E suites clicks through a browser to prove something an API call could prove in a fraction of the time. Kifas finds those tests and rebuilds them, without giving up the coverage you already trust.

Import runs your suite as-is

Point Kifas at your Playwright, Cypress, or Selenium suite. It runs first exactly as it does in your CI, so nothing changes until you decide it should.

It watches the real traffic

Kifas captures every network request and response behind each step. Auth tokens are managed in the platform, so it can verify backend calls directly.

Each step gets classified

Safe to convert to an API-level check, or genuinely browser-dependent. Visual checks and client-side logic stay in the browser. Everything else drops a layer.

You approve the diff

The proposed conversion lands as a reviewable diff. Nothing converts silently. Approve what you trust and keep the rest running in the browser.

One production suite we imported went from a 36-minute run to 9 minutes. Import and see your own number on the free tier: $10 in credits, no card.

Works with the tools you already use

PlaywrightSeleniumCypressClaudeCursorWindsurfGitHubJira

The autonomous loop

Five steps. No babysitting.

After import, the same agents keep your suite green on every push. No suite to bring? Connect a GitHub repo and the loop builds one from scratch. Either way, these five steps run without babysitting.

01
Scan
Kifas reads your repo: routes, components, API calls, and the flows they form.
02
Suggest
A ranked list of tests worth writing, critical paths first.
03
Build
Agents write the tests across cloud browsers, emulators, and real devices.
04
Run
Tests run on every push. Cold starts land in under three seconds.
05
Self-heal
On a failure, Kifas heals the test or flags a real bug.

Flaky, or broken?

Every failed test gets a verdict: stale test, or real bug.

When a test fails, Kifas compares the failure against your code change and decides. A moved selector gets healed, with the diff. A real regression gets flagged, with the repro. You set how easily a test is allowed to break.

See how the verdict works →

healedThe login button moved from #submit to [data-test=submit]. Kifas heals the selector and shows you the one-line diff. Green again, no bug.

real bugCheckout returned 500 after the pricing refactor. Nothing to heal. Kifas stops and flags it with the failing request and a repro. That is a regression.

Composable by design

The loop leads. You keep the controls.

The autonomous loop is the fast path, not a cage. Every piece of Kifas is still yours to drive directly.

Read the MCP docs →

MCP server
Point Claude Code, Cursor, or Windsurf at any device.
Run a flow by hand
Spin up one browser, poke at it, tear it down.
Run from your CI
Kifas writes the CI config for you. Drop it in and tests run on every push.
Self-heal by agent
When a test breaks, an agent heals it and tells you what changed.

Six differentiators

What makes Kifas different.

Kifas speaks Model Context Protocol end to end and runs on real browsers, emulators, and physical devices. Every one of these is a tool your agent can call.

MCP-native, end-to-end

Kifas speaks Model Context Protocol from the first call to the last. 65 MCP tools cover spawning, navigation, assertions, state, and teardown. Your agent talks to Kifas the way it talks to everything else.

65 tools · STDIO · HTTP

Auth Catalog

Logging in is where most E2E suites go to die. The Auth Catalog turns common login flows into one line. Google, GitHub, Okta, email-and-password, magic links: pick the flow, pass your test credentials, move on.

Google · GitHub · Okta · TOTP

Vibe testing

Describe a flow in plain language, like "sign up, add two items, check out with a coupon", and Kifas turns it into a running test. No selector archaeology.

Hybrid engine

First run, the AI explores your app and figures out the flow. Then Kifas compiles it down to deterministic Playwright, so every run after that is fast and repeatable. Exploration when you need it, determinism when you ship.

🔒 deterministic by default

Named, persistent state

Save a logged-in session, a seeded cart, or a configured workspace as a named handle. Reuse it across tests and runs instead of rebuilding state every time.

Visual workflow builder

A node-and-edge canvas for people who would rather see the flow than read it. Branch, loop, and fan out across devices without writing glue code. Non-engineers finally audit coverage.

Kifas vs the usual options

Half the price. The only one that tells flaky from broken.

Stack the Browsers

Mouse Flabs

Kifas

Comparable monthly plan

$379

$399

$199

Connect GitHub, get suggested tests

✓ Yes

Self-heal vs real-bug discrimination

✓ Yes

MCP-native (65 tools)

partial

✓ 65 tools

Cloud browsers, emulators, and real devices

browsers + limited devices

browsers only

✓ all three

Cold start p50 under 3s

✓ Yes

One-line auth (Auth Catalog)

✓ Yes

Standard Playwright export

Yes

✓ Yes

Drive any piece standalone

partial

✓ Yes

Like-for-like monthly comparison as of June 2026. Competitor names are placeholders.

Try it on your own GitHub repo.

$10 in credits, no card, 14 days. Connect a repo and watch a real self-heal happen.

Start free →

MCP-first, not MCP-bolted-on

Built MCP-first, not bolted on.

Most tools added an MCP server after the fact. Kifas was built around it. The same 65 tools the autonomous loop uses are the ones you get when you connect your own agent: spawn a device, navigate, assert, save state, tear down. Whatever your agent can reason about, it can now test.

Explore the MCP server

~/acme-web · claude-code

// Install Kifas's MCP server

$ npx @kifas/mcp@latest --install cursor

→ Installed 65 tools. Authenticated as maya@acme.dev

claude > "Test our checkout with a new Gmail user, apply promo GUMBO20, verify the total."

→ Kifas: workflow.create("checkout-promo")

→ Kifas: workflow.add_node(type: "auth", primitive: "gmail")

→ Kifas: workflow.add_node(type: "action", ai_explore: true)

→ Kifas: workflow.run() · 14 nodes · 3.1s start · passed

// Compiled to /tests/checkout-promo.spec.ts

Start free. Scale when it pays off.

$10 in credits, no card, 14 days. Build a few real tests, watch the loop run, decide for yourself.

Free

$10 in credits · no card · 14 days

Cloud browsers, emulators, Device Farm
MCP server and 65 tools
Community support

Start free

Pro

$199/mo

The autonomous loop, self-healing, and the full device range.

GitHub-connected autonomous loop
Self-healing with break thresholds
Auth Catalog · vibe testing · hybrid engine

Choose Pro

QA Squad

Custom

A QA team's worth of work, run by agents.

Always-on agents across all repos
Priority self-heal triage
SSO, audit logs, and a DPA

Talk to us

See all plans →

Point Kifas at your GitHub today.

It is live now. Connect your repo, and you will have your first suggested tests within minutes.
The agents handle the rest.

Start free Talk to us