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EVIDENCE / 01

Continuous QA and security for software projects

From real findings to
reviewable work

Inspect the live site and the repository you authorize — UI, SEO, accessibility, dependencies, secrets and security — then turn evidence into findings, reviews and action plans your team can execute on GitHub or GitLab.

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Start without a credit card · Bring your own AI key · Keep approval control

MURI

Product quality

Public routes, UX, performance, SEO, accessibility, console and network behavior.

One connected cycle

Six work areas, one workspace

From a point-in-time diagnostic to critical-flow monitoring, every area preserves project context and informs the next decision.

01 · Evidence by scope

Choose the diagnostic that matches the evidence you need

The Product Quality Diagnostic covers UI/UX, performance, SEO, accessibility, console and network behavior. Security is separated into passive inspection, the authorized Active Security Test, and Code and Dependency Analysis in the connected repository.

What you get from this stage

  • Score by dimension
  • Evidence per finding
  • Active + source security testing
Understand the workflow
Diagnostics / Report

Main workspace

Product quality diagnostic

Completed

92

overall score

UI/UX883 findings
Accessibility941 finding
Performance912 findings

Reviewable workflow

From evidence to tracked execution

MuriOps keeps the path between a detected signal and the work that follows it explicit: project context, evidence, human review, priority and status remain connected without applying or approving changes on their own.

A plan with context, priority and status

Approved findings and technology updates become a checklist that people or connected development tools can execute and keep synchronized.

Action plan · 2 of 3 completed

Add meta description
Fix primary button contrast
Review Content-Security-Policy

Diagnostic scope

What MuriOps verifies in a project

Diagnostics inspect public routes, performance, UI/UX, SEO, accessibility, console and network behavior. With explicit authorization, they can also inspect active security signals, source code, dependencies and repository configuration.

01
Route inventory
Crawls reachable public pages and combines them with static routes inferred from the connected repository.
02
Performance
LCP, CLS, INP and real loading time.
03
UI & UX
Hierarchy, contrast, click targets and usability.
04
SEO
Titles, metadata, canonical, Open Graph, sitemap and robots.
05
Accessibility
Labels, alternatives, focus and keyboard navigation (WCAG).
06
Passive security checks
HTTPS/TLS, security headers, cookie flags, CORS, DNS email records, exposed files and known client-library versions; no attack payloads or penetration testing.
07
Console & network
JavaScript errors, failed requests and heavy resources.
08
Active Security Test
Opt-in only: rate-limit checks, user-enumeration signals and a curated set of detection payloads (SQLi/XSS/path traversal), with a circuit breaker. Requires explicit consent recorded per project.
09
Code and Dependency Analysis
Scans a connected GitHub or GitLab repository for known-vulnerable dependencies (CVEs), insecure code patterns, committed secrets and misconfigurations in Dockerfiles, Terraform and Kubernetes manifests, without touching the live site. Connecting a repository is required to run any diagnostic.
10
Version comparison
What was fixed, introduced or remains.

Connected work surfaces

Where project context can be read and synchronized

Each card identifies the available operation and access method. Approval and merge remain under your control.

GitHub

Authorize an account, choose a repository and use it for code diagnostics, dependency-update investigation, pull requests and review tracking. A personal access token remains available as a fallback.

GitLab

Authorize an account, choose a project and use it for code diagnostics, merge requests and review tracking. A personal access token remains available as a fallback.

MCP and universal bridge

Give Codex, Claude Code, Cursor, Windsurf or another development tool controlled access to an action plan and let it synchronize item status without a MuriOps AI key.

AI providers

Use your own Claude, OpenAI or Gemini key to interpret findings and generate action and dependency-update plans. The key is encrypted before storage.

Local development context

Inspect the workspace without leaving the terminal

MuriOps CLI authenticates your workspace locally so you can list projects, set an active project and inspect its latest diagnostic, action plan and connections without leaving your development environment.

The CLI is read-only in this first release. It never changes code, creates pull requests or completes work items on its own.

muriops / local context

$muriops login

Connect your MuriOps account.

$muriops projects

List the projects available in your workspace.

$muriops project

Inspect the active project's latest technical context.

MuriOps — AI QA and Security for Software Projects