Generate test cases from specs, code, or natural language and run them with Playwright.
When tests fail, AI analyzes the bug and hands it off to Red Codens for an automated fix PR.
Blue Codens is an AI QA automation tool that auto-generates and runs E2E tests (Playwright) from specs and natural language, and uses AI to analyze failures down to their root cause and auto-draft bug reports. As part of the Codens Suite, it hands detected bugs to Red Codens, which generates a fix PR and re-verifies it — fully unattended.
From test case generation to bug-fix hand-off, AI handles the entire QA loop
Provide a spec, PRD, code, or natural-language requirements. You can also pull PRDs directly from Green Codens.
The Claude API produces structured test cases — steps, expected results, priority, and type (manual / automated / E2E) — in a single batch.
Claude Agent SDK + Playwright MCP autonomously drives your app. By combining code analysis with live browser exploration, it extracts high-quality Playwright tests.
Tests run headless on a dedicated Playwright Worker on ECS Fargate. Scale-to-Zero means zero cost while idle, and SSE streams progress in real time.
AI analyzes failure logs, screenshots, and console errors to produce a bug report with reproduction steps, root-cause hypotheses, and links to similar bugs.
Detected bugs are forwarded to Red Codens, which auto-generates a fix PR. Blue Codens re-runs the tests until the suite goes green — end to end.
Most QA work — designing tests, implementing E2E, maintaining suites — is repetitive.
Blue Codens uses your specs and the live app itself as the source of truth, continuously updating your tests.
Your QA engineers can focus on what really matters: finding fragile spots and exploring user-facing risks.
Test design, implementation, execution, analysis, and integration — all on one platform
Generate structured test cases — including steps and priority — from specs, code, or natural language. PRDs from Green Codens can be linked directly.
Claude Agent SDK + Playwright MCP autonomously drives a browser, discovers screen flows, and extracts Playwright test code using real selectors.
A dedicated worker on ECS Fargate runs your tests headless. With Scale-to-Zero, infrastructure cost during idle hours is zero.
AI parses failure logs, screenshots, and console errors to produce a bug report with reproduction steps, hypothesized causes, and similar-bug references.
A webhook fires when a PR is opened. Impacted tests are auto-selected and executed, and the results are posted back as a PR comment.
Visualize test coverage, pass rates, failure trends, and average run times. Test gaps are detected automatically.
Forward detected bugs to Red Codens → fix PR generated → re-run tests. The QA-and-repair loop closes itself, end to end.
Bug reports are filed automatically in Jira, GitHub Issues, or Linear. Status syncs both ways, so the dashboard never drifts from reality.
Test run progress, screenshots, and logs stream over Server-Sent Events. You always know which step is currently executing.
Integrates with your existing repos, PRDs, and issue trackers
Sign up at auth.codens.ai. Create your organization and invite your QA team.
Upload a spec, PRD, or codebase, or just point us at a URL. AI test case generation kicks off immediately.
Register the target URL and credentials, then launch exploratory E2E. Playwright tests are generated automatically.
Configure the GitHub webhook and every PR triggers automatic test runs, reports, and bug filings.
Test suites, run results, and bug reports — all in one view
Codens is an AI development suite from Japan that automates the entire software development lifecycle — requirements (Green), implementation (Purple), code review & security audit (Orange), QA/E2E testing (Blue), and production error auto-fix (Red). Teams can build and operate software products without a large team of specialist engineers.
Steps ①–④ repeat automatically, with no human in the loop, until the suite goes green.
Manual QA, running Playwright on your own, and AI QA platforms (Autify, mabl) — how Blue Codens differs
Note: information about competing products reflects each vendor's publicly available information as of July 2026. This is a general overview, not a definitive claim of superiority — features change frequently, so check each vendor's official site for the latest details.
| Dimension | Manual QA | Playwright on your own | Autify | mabl | Blue Codens |
|---|---|---|---|---|---|
| Test design source | Written by hand | Coded by engineers | UI recording / natural language (Autify Nexus / Genesis) | UI recording / conversational test planning | Batch-generated from specs, PRDs, code, or natural language; PRDs can be pulled directly from Green Codens |
| E2E code generation | None (manual verification) | Playwright code maintained by hand | Playwright-based, both code and no-code | Primarily no-code | Claude Agent SDK + Playwright MCP autonomously explores the live app and extracts test code |
| Handling failures | Investigated and reproduced by hand | Logs analyzed by hand | "Fix with AI" auto-heals locators | Auto-healing + Auto TFA triages failures into Jira/IDE | AI auto-generates a bug report with reproduction steps, root-cause hypotheses, and similar bugs |
| Hand-off to a fix | Manual ticket filing | Manual ticket filing | Ticket integration only (no automated fix PR) | Jira/IDE integration only (no automated fix PR) | Auto hand-off to Red Codens: fix PR generated → re-tested, closing the loop unattended |
| Cross-browser | Possible manually | Supported (you set up browsers/CI yourself) | Supported, Playwright-based | Native support for Chrome/Firefox/Safari/Edge | Playwright-based, supports Chromium/Firefox (mobile via Appium proxy) |
| Operating model | Scales with headcount; hard to scale | Requires ongoing engineering maintenance | No-code-first, easy for QA staff to run | No-code-first, self-healing cuts maintenance | Continuously updated from specs and the live app; runs without dedicated QA specialists |
Blue Codens' biggest difference is that it doesn't stop at detecting a failure. Autify and mabl offer AI-driven locator auto-healing and failure triage/ticket integration, but neither generates the fix code for a detected bug. Blue Codens hands bugs off to Red Codens, closing the loop from detection → fix PR generation → re-test verification, fully unattended. Pulling test cases directly from Green Codens PRDs or natural-language requirements, and sharing credits across the whole Codens family, are further differentiators. On the other hand, mabl's breadth of native cross-browser support (Chrome/Firefox/Safari/Edge) and Autify's no-code ease of operation are real strengths of those products.
Flat monthly plans with included credit allowances. Top up overage with credit packs.
Test case generation, E2E test code generation, exploratory E2E runs, and bug analysis consume credits. Credits are pooled across the entire Codens family (Red / Blue / Green / Purple) at the organization level.
In Blue Codens, credits are consumed for AI-driven test case generation, E2E test code generation, exploratory E2E testing, and bug analysis reports.
Each plan includes a monthly credit allowance, and overage can be purchased via top-up credit packs.
Note: actual credit usage depends on spec size, the number of generated tests, and the depth of exploratory runs. Playwright execution itself does not consume credits.
Try it out
For larger QA organizations
Enterprise (unlimited credits, custom contract, SLA) — reach out at support@corevice.com.
Let Blue Codens handle test design, implementation, execution, bug analysis, and fix hand-off — and free your QA team to focus on exploration and value validation.
14-day free trial • 100,000 credits • no credit card required
Questions, Enterprise plans / custom contracts, onboarding support — we'd love to hear from you
About Blue Codens features, integrations, and pricing
Blue Codens is a platform that automates QA work with AI. It generates test cases from specs, code, or natural language, runs E2E tests automatically with Playwright, analyzes failures and produces bug reports, and hands bugs off to Red Codens for automated fixes — end to end. It is part of the Codens Suite and shares organization credits across the family.
Provide a spec, PRD, code, or natural-language requirements, and the Claude API produces structured test cases — steps, expected results, priority, and type (manual / automated / E2E) — in one batch. For exploratory E2E, Claude Agent SDK + Playwright MCP autonomously drives the app, discovers real screen flows and selectors, and extracts Playwright test code. You can also pull PRDs directly from Green Codens.
E2E natively supports Playwright, and generated tests run headless on a dedicated Playwright Worker on ECS Fargate (Scale-to-Zero). Mobile testing is supported via an Agent proxy for Appium / Espresso / XCUITest. Run progress, screenshots, and logs are streamed in real time over Server-Sent Events.
When Blue Codens detects a bug from a test failure, it forwards it to Red Codens, which auto-generates a fix PR, and Blue Codens then re-runs the tests against that fix. The detection → fix → re-test loop closes completely until the suite goes green, so QA and repair run end to end.
Five-tier subscription pricing (Free 14-day trial / Hobby ¥3,000 / Pro ¥10,000 / Business ¥50,000 / Enterprise), each with a monthly credit allowance. Credits are consumed by test case generation, E2E test code generation, exploratory E2E, and bug analysis; Playwright execution itself does not consume credits. Credits are pooled across the entire Codens family (Red / Blue / Green / Purple), and overage can be topped up via credit packs. New sign-ups get a 14-day free trial with 100,000 credits and no credit card required.
AI can generate test cases from just a spec, PRD, or natural-language requirements, so you can design tests without writing code. That said, initial setup — configuring the GitHub webhook, registering credentials for your test target — goes more smoothly with basic technical knowledge. Generated tests are output as Playwright code, so engineers can adjust them further if needed.
Yes — a GitHub PR-driven webhook integration auto-selects and runs impacted tests whenever a PR is opened, and posts results back as a PR status check and comment. Combine it with your GitHub Actions workflows to fold E2E tests directly into your CI pipeline.
Autify and mabl are strong at no-code test authoring and AI-driven locator auto-healing / failure triage, but neither generates the fix code for a detected bug. Blue Codens hands bugs off to Red Codens, closing the loop from detection to fix-PR generation to re-test verification, fully unattended (comparison based on each vendor's publicly available information as of July 2026; see the "How Blue Codens compares" section for details).