
What Playwright Can’t Test, Keploy Cancatch what breaks
Auto-Generated Backend Tests from Traffic vs Browser E2E Automation
Keploy auto-generates backend API and integration tests by capturing real traffic with eBPF, requiring zero code changes. Playwright is a Microsoft-built browser automation framework that drives Chromium, Firefox, and WebKit to run end-to-end tests against the UI. They solve different layers of the pyramid: Keploy validates backend and API behavior, while Playwright validates the user-facing browser experience. Most teams use both together rather than choosing one.
How Keploy turns real traffic into a test suite
One pipeline, running the moment your app receives a request. No SDKs, no sidecars, no test scripts — just kernel-level capture that becomes deterministic regression coverage.
- 01Real API trafficLive requests + responses from your running app
- 02eBPF captureKernel-level recording — zero code changes
- 03NormalizeTime-freeze + field noise removed automatically
- 04Generate testsDeterministic test cases from actual behavior
- 05Generate mocksEvery downstream dependency stubbed for you
- 06Replay in CIRuns locally, in CI, or in-cluster on Kubernetes
- 07Regression detectionDiffs flagged before they reach production
See how the capture-replay engine works under the hood.
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Why teams switch from Playwright
Keploy eliminates manual test authoring by generating tests automatically from real traffic — no scripts, no stubs, no infrastructure setup.
Want backend and API regression tests generated from real traffic without writing code
Need automatic mock generation for databases and downstream services
Testing headless services, APIs, or microservices that have no browser UI
The numbers behind the switch
Industry data on how much manual testing costs teams — and what Keploy delivers from the first recording session.
Writing tests, configuring mocks, debugging flakiness — not building features that ship.
A routine rename or interface change silently invalidates more than half your suite.
Keploy generates tests from every request your API actually handles — no guessing.
Traffic capture reaches edge cases, error paths, and concurrent requests no dev would write.
Pain stats sourced from developer productivity surveys. Coverage stats from Keploy production recording sessions across 50+ engineering teams.
Every number here comes from teams running Keploy in CI.
Zero code. Real tests. Automatically.
Keploy's eBPF agent intercepts every API call at the kernel level and turns live traffic into test cases with dependency mocks — no SDK, no sidecars, no annotations.
Incoming API Requests
Every API call your app makes gets captured, replayed as a test, and its dependencies auto-mocked — continuously, from real traffic.
How they compare, dimension by dimension
A logical breakdown across the dimensions that matter. Click any row for real-world KPI impact across industries.
Backend, API, and integration layer via captured traffic
Browser UI end-to-end layer via real browser automation
Auto-generates from captured production traffic via eBPF
Manual scripts, aided by the Playwright codegen recorder
Zero code changes needed to instrument or capture
No app changes but requires authoring browser test scripts
Auto-generates mocks for all downstream dependencies
Manual network interception and route mocking in scripts
Built-in time-freezing and field normalization
Auto-waiting reduces flakiness; data handled manually in code
Language-agnostic — captures at network level
TypeScript, JavaScript, Python, Java, and .NET bindings
Click any dimension to see real-world KPI impact across industries.
Dive into how each capability actually works.
Your tests miss more than you think
Manual tests cover paths developers remember to write — usually just the happy path. Keploy captures every pattern production traffic actually generates.
Coverage grid shows 8 common endpoints × 10 production scenario types. Manual tests cover only what developers remember to write. Keploy captures every pattern your API actually serves in production.
Keploy is open source — read the code that captures this coverage.
The infrastructure you're maintaining
Traditional testing stacks require a shadow infrastructure to exist alongside your real app. Keploy eliminates all of it — tests and mocks come from actual traffic, not from services you run and maintain.
How they work differently
Architectural differences that affect workflow, cost, and velocity.
Keploy uses eBPF to record real API calls and responses from your running application, then replays them as regression tests. It auto-generates mocks for downstream dependencies and handles non-deterministic fields like timestamps through time-freezing. There are no browsers to drive and no scripts to author — you get backend and integration coverage from actual traffic.
Playwright is a code-first browser automation framework where developers write test scripts in TypeScript, JavaScript, Python, Java, or .NET that launch real browsers and interact with the DOM. It offers auto-waiting, network interception, a codegen recorder, tracing, and parallel execution across Chromium, Firefox, and WebKit. Testing happens through the UI, exercising the full stack from the browser down.
When to use each tool
Specific scenarios where each tool delivers the most value.
Keploy is the better fit when…
- Want backend and API regression tests generated from real traffic without writing code
- Need automatic mock generation for databases and downstream services
- Testing headless services, APIs, or microservices that have no browser UI
- Need to handle non-deterministic data like timestamps and UUIDs automatically
- Prefer language-agnostic capture at the network level over per-language test scripts
Playwright is the better fit when…
- Need to validate real user flows through a web browser UI
- Want cross-browser testing across Chromium, Firefox, and WebKit
- Require assertions on rendered DOM, visual state, and client-side JavaScript
- Your product's critical behavior lives in the frontend, not just the API
- Want a mature codegen recorder, tracing, and parallel browser execution
Compare the full workflow for your own stack.
The workflow you're escaping
Same starting point, same finish line. One path is short because Keploy does the tedious middle for you — the other is where teams lose days every sprint.
Without Keploy (Playwright / manual)
Every dependency is your problem, and every code change ripples back through the test suite you hand-built.
With Keploy
Record once from real traffic, replay anywhere. Tests and mocks are generated and stay in sync automatically.
Cut the maintenance middle out of your test suite.
The test maintenance trap
With Playwright, every feature commit generates a hidden tax — a follow-up "fix tests" commit. The commit history tells the whole story.
Deterministic replays, no flaky tests — see how.
Switch from Playwright in minutes
Choose the path that fits your workflow. Both are up and running the same day.
Install, record real API traffic, then replay it as regression tests — zero code changes, zero framework dependencies.
# 1. Installcurl --silent -O https://keploy.io/install.sh && source install.sh# 2. Record your traffickeploy record -c "your-start-command"# 3. Replay as testskeploy test -c "your-start-command" --delay 10Paste your cURLs, drop in an OpenAPI spec or Postman collection, and click Generate. Keploy builds your test suite in seconds.
Real-world scenarios
How Keploy handles the challenges your team actually faces.
Your team ships 50 PRs/week and needs regression coverage
Keploy captures production traffic once and generates a backend regression suite automatically. Every PR replays these API and integration tests in CI without anyone writing scripts, and coverage grows as traffic patterns evolve.
Playwright catches regressions in user-facing flows, but each new flow needs a hand-written browser script. At 50 PRs/week, keeping E2E specs current and non-flaky is real ongoing work, usually owned by QA or SDETs.
You're testing a headless microservice with no UI
Keploy records the service's real inbound and outbound calls, auto-generates mocks for its dependencies, and replays them as tests. No browser is involved, which fits API-only and backend services perfectly.
Playwright drives a browser, so a service with no UI has nothing for it to interact with. You would test it only indirectly through a frontend that consumes it, not the service in isolation.
Join the teams shipping with confidence on Keploy.
What you write vs what Keploy writes
The same test coverage — one approach takes hours of setup and ongoing maintenance, the other takes five minutes and zero boilerplate.
Every new endpoint needs a new file. Every refactor breaks tests. Every non-deterministic value (timestamps, IDs) needs custom handling.
Keploy captures the real request, response, and all dependency calls. Non-deterministic fields are auto-detected and excluded from assertions.
Frequently asked questions
Common questions about choosing between Keploy and Playwright.
Still have questions? The docs and community can help.
Looking for a Playwright alternative?
Engineering teams evaluating Playwright alternatives often compare it with Keploy for API testing and regression coverage. Keploy captures real production traffic via eBPF and auto-generates tests with dependency mocks — requiring zero code changes. The key differences come down to how tests are generated (traffic-based vs manual), how dependencies are mocked (automatic vs configured), and what infrastructure changes are needed (none vs SDK/sidecar/containers).
Ready to stop writing tests manually?
Keploy captures your real API traffic and turns it into a regression suite automatically. Zero code changes. Full coverage from day one.