SecureOps

The World's First Mobile DevOps Copilot with On-Device AI

Transform your on-call DevOps experience with AI-powered failure prediction, instant voice remediation, and complete privacy. Never be caught off-guard on-call again.

🚀 What is SecureOps?

SecureOps is an Android mobile app that predicts CI/CD pipeline failures before they happen, diagnoses root causes instantly, and enables one-tap or voice-powered remediation—all while keeping your code and logs secure on your device.

Why SecureOps?

🔮 Prevent Failures - ML predicts issues before pipelines complete
⚡ Fix Instantly - One-tap or voice command remediation from anywhere
🔒 100% Private - All AI runs on-device using RunAnywhere's blazing-fast stack
🎤 Voice-First - Ask questions, get insights, trigger fixes—hands-free
📱 Always Available - Works offline with flaky connections

✨ Core Features

🔮 AI Failure Prediction Engine

Proactive Alerts - Get notified before pipelines fail, not after
Confidence Scores - "99% chance to fail due to timeout in tests"
Pattern Analysis - Analyzes commit diffs, test history, and log patterns
Risk Assessment - Predicts deployment risk in real-time

🎯 Root Cause Analyzer

Instant Diagnosis - Detects flaky tests, config drift, dependency conflicts
Plain English - Technical and non-technical explanations
Historical Context - Shows similar past failures and their fixes
Smart Suggestions - AI-powered remediation recommendations

🎤 Voice-Powered DevOps (RunAnywhere SDK)

Ask anything, anytime:

"Why did this fail?"
"What's the risk in my next deployment?"
"Summarize today's build issues"
"Rerun this build"
"Rollback deploy"

⚡ One-Tap Remediation

Instant Actions - Retry failed stages, trigger rollbacks, apply fixes
Guided Fixes - Step-by-step remediation guidance
Auto-Rollback - Automatic rollback to last known good state
Smart Retries - Intelligent retry logic based on failure type

📊 Unified CI/CD Dashboard

Monitor all your pipelines in one place:

Multi-Provider Support - GitHub Actions, GitLab CI, Jenkins, CircleCI, Azure DevOps
Real-Time Updates - Live build status and streaming logs
Pipeline Visualization - Step-by-step progress tracking
Artifact Management - Download and inspect build artifacts

🔔 Proactive Notifications

Predictive Alerts - Notified of issues before completion
Voice Alerts - Audio cues for critical failures
Smart Filtering - Only get alerted on what matters
Custom Playbooks - Define alert rules per team/project

🔒 Privacy & Security by Design

On-Device AI - All predictions run locally using RunAnywhere
Zero Cloud Upload - Code and logs never leave your device
Encrypted Storage - OAuth tokens encrypted at rest
Works Offline - Full analysis without internet connection

📈 Team Analytics & Insights

Failure Trends - Identify patterns across projects
Risk Heatmaps - See which pipelines need attention
Time-to-Fix Metrics - Track resolution efficiency
Flaky Test Detection - Highlight unreliable tests

🏗️ Architecture

Technology Stack

Mobile Foundation

Platform: Native Android (Kotlin)
UI: Jetpack Compose with Material3
Architecture: Clean Architecture + MVVM
DI: Koin

AI & ML

On-Device AI: RunAnywhere SDK
ML Models: TensorFlow Lite for failure prediction
Voice: RunAnywhere speech recognition and synthesis
Privacy: 100% on-device processing

Backend & Integration

CI/CD APIs: GitHub Actions, GitLab CI, Jenkins, CircleCI, Azure DevOps
Authentication: OAuth2 with PKCE
Networking: Retrofit, OkHttp, Server-Sent Events (SSE)
Database: Room (encrypted SQLite)
Notifications: Firebase Cloud Messaging

Real-Time & Async

Concurrency: Kotlin Coroutines & Flow
Streaming: Live log streaming via SSE
State Management: StateFlow & SharedFlow

System Architecture

┌─────────────────────────────────────────┐
│          SecureOps Mobile App           │
├─────────────────────────────────────────┤
│  UI Layer (Jetpack Compose)            │
│  ├── Dashboard                          │
│  ├── Analytics                          │
│  ├── Voice Assistant                    │
│  └── Build Details                      │
├─────────────────────────────────────────┤
│  Domain Layer                           │
│  ├── Failure Prediction                 │
│  ├── Root Cause Analysis                │
│  ├── Auto-Remediation Engine            │
│  └── Voice Command Processor            │
├─────────────────────────────────────────┤
│  Data Layer                             │
│  ├── CI/CD Providers                    │
│  ├── Local Database (Room)              │
│  └── Build History Cache                │
├─────────────────────────────────────────┤
│  AI Layer (RunAnywhere SDK)            │
│  ├── On-Device ML Models                │
│  ├── Speech Recognition                 │
│  └── Natural Language Processing        │
└─────────────────────────────────────────┘

🤖 AI-Powered Intelligence

1. Failure Prediction

How it works:

Analyzes commit diffs, file changes, and commit messages
Evaluates test history and flakiness patterns
Processes build logs for error indicators
Considers historical success rates and timing

What you get:

Confidence score (0-100%)
Predicted failure reason
Risk factors breakdown
Recommended actions

Example:

🔮 Failure Prediction: 94% Likely to Fail
📊 Reason: Test suite timeout pattern detected
⚠️  Risk Factors:
   • Recent dependency upgrade
   • 3 similar failures in past week
   • Test execution time increased 40%
💡 Recommendation: Run tests with extended timeout

2. Root Cause Analysis

Detects:

Flaky tests (sporadic failures)
Configuration drift
Dependency conflicts
Environment variable issues
Resource timeouts
Permission errors

Provides:

Technical explanation for engineers
Plain English summary for stakeholders
Similar past incidents
Proven fix suggestions

3. Auto-Remediation Intelligence

Smart Actions:

Selective retry of failed stages
Config rollback to last good state
Dependency version fixes
Test isolation for flaky tests
Environment variable updates

Consent-Based:

User approval required for changes
Preview of actions before execution
Rollback option always available

4. Voice Assistant Capabilities

Query Examples:

"What's my pipeline status?"
"Show me failing builds"
"Why did the frontend deploy fail?"
"What's the risk score for production?"
"List high-risk repositories"
"Rerun the last build"
"Approve the staging deployment"

🌐 Supported CI/CD Providers

Provider	Status	OAuth	Live Logs	Predictions	Remediation
Jenkins	✅	❌	✅	✅	✅
GitHub Actions	✅	✅	✅	✅	✅
GitLab CI	✅	✅	✅	✅	✅
CircleCI	✅	❌	✅	✅	✅
Azure DevOps	✅	✅	✅	✅	✅

🚀 Getting Started

Prerequisites

Android 8.0 (API 26) or higher
2GB RAM minimum (4GB recommended for optimal AI performance)
Active account with at least one supported CI/CD provider

Quick Installation

# Clone the repository
git clone https://github.com/yourusername/secureops.git
cd secureops

# Build and install
./gradlew assembleDebug
./gradlew installDebug

Initial Setup

Connect CI/CD Provider
- Open Settings → Manage Accounts → Add Account
- Select your provider (GitHub Actions, Jenkins, etc.)
- Authenticate via OAuth or API token
- Grant necessary permissions
Configure Notifications (Optional)
- Settings → Notifications
- Enable predictive alerts
- Set confidence threshold (recommended: 70%)
- Configure voice alerts
Voice Setup (Optional)
- Settings → Voice Assistant
- Grant microphone permission
- Test voice commands
- Customize wake word (optional)
Calibrate AI Models
- Let the app analyze your build history
- Initial calibration takes 5-10 minutes
- Improves accuracy over time

🎨 Beautiful Glassmorphism UI

Design Features

🌈 Animated purple gradient backgrounds
✨ Floating particle effects
💎 Frosted glass cards (glassmorphism)
💫 Pulsing status indicators
🎬 Smooth 60 FPS animations
🌓 Full dark mode support

Example Usage

@Composable
fun PredictionScreen() {
    AnimatedGradientBackground(modifier = Modifier.fillMaxSize()) {
        FloatingParticles(particleCount = 30)

        LazyColumn {
            items(predictions) { prediction ->
                AnimatedCardEntrance(delayMillis = 100) {
                    GlassCard {
                        PredictionCard(
                            prediction = prediction,
                            onRemediate = { /* handle */ }
                        )
                    }
                }
            }
        }
    }
}

📊 Use Cases & Scenarios

Scenario 1: Preventing Production Failures

Problem: High-stakes production deployment scheduled during off-hours

Solution:

SecureOps analyzes deployment risk → 85% failure probability
Voice alert: "Production deployment has high failure risk"
Shows root cause: Incompatible dependency version
Suggests fix: Update dependency before deploying
One-tap remediation applies fix
Re-predicts: 12% failure risk ✅

Scenario 2: On-Call Emergency Response

Problem: Critical pipeline failure at 2 AM

Solution:

Voice notification wakes you: "Critical failure in payment service"
Ask via voice: "What's the root cause?"
AI responds: "Database migration timeout, config mismatch"
Say: "Rollback to last stable version"
One-tap approval, automatic rollback executes
Service restored in under 2 minutes

Scenario 3: Flaky Test Management

Problem: Random test failures blocking deployments

Solution:

AI detects pattern: Same 3 tests fail sporadically
Dashboard shows flaky test heatmap
Root cause: Race condition in async test setup
Suggests: Add test isolation and retry logic
Auto-generates fix configuration
Apply with one tap

📦 Building & Development

Build Commands

# Debug build
./gradlew assembleDebug

# Release build (signed)
./gradlew assembleRelease

# Run unit tests
./gradlew test

# Run instrumentation tests
./gradlew connectedAndroidTest

# Generate code coverage report
./gradlew jacocoTestReport

# Install on connected device
./gradlew installDebug

Configuration Files

keystore.properties (for release builds):

storePassword=your_keystore_password
keyPassword=your_key_password
keyAlias=secureops-release
storeFile=secureops-release-key.jks

local.properties:

sdk.dir=/path/to/Android/Sdk

🔧 Advanced Configuration

Custom Alert Playbooks

Create custom notification rules:

{
  "playbooks": [
    {
      "name": "Production Alerts",
      "trigger": {
        "environment": "production",
        "confidence_threshold": 80
      },
      "actions": [
        "voice_alert",
        "push_notification",
        "slack_webhook"
      ],
      "team": ["oncall", "leads"]
    }
  ]
}

Voice Command Customization

Add custom voice commands in Settings:

"Check my team's pipelines" → Show team view
"Morning briefing" → Summarize overnight activity
"Emergency rollback" → Trigger rollback with confirmation

🧪 Testing

ML Model Testing

# Test failure prediction accuracy
./gradlew :app:testDebugUnitTest --tests *FailurePredictionTest

# Test voice recognition
./gradlew :app:testDebugUnitTest --tests *VoiceProcessorTest

# Test remediation engine
./gradlew :app:testDebugUnitTest --tests *AutoRemediationTest

Integration Testing

# Test CI/CD provider integrations
./gradlew :app:connectedAndroidTest --tests *JenkinsIntegrationTest
./gradlew :app:connectedAndroidTest --tests *GitHubActionsTest

🛡️ Security & Privacy

On-Device AI Guarantee

✅ All ML models run locally using RunAnywhere SDK
✅ Build logs processed on-device, never uploaded
✅ Source code analysis happens locally
✅ Predictions calculated without cloud dependency

Data Handling

🔒 OAuth tokens encrypted with AES-256
🔒 Local database encrypted at rest
🔒 Network traffic uses TLS 1.3
🔒 No telemetry or analytics sent to servers

Permissions Required

Internet - Connect to CI/CD providers
Microphone - Voice commands (optional)
Notifications - Failure alerts
Foreground Service - Background monitoring

📈 Analytics & Metrics

Dashboard Metrics

Success Rate - Percentage of successful builds over time
Mean Time to Recovery - Average time from failure to fix
Prediction Accuracy - AI model performance metrics
Flaky Test Rate - Tests with sporadic failures
High-Risk Repositories - Projects with most failures

Team Analytics

Failure trends by team/project
Most common error categories
Fix effectiveness tracking
On-call response times

🗺️ Roadmap

v2.0 (Current) ✅

✅ On-device AI with RunAnywhere SDK
✅ Failure prediction engine
✅ Voice-powered remediation
✅ Glassmorphism UI
✅ Multi-provider support

v2.1 (Q1 2025)

v2.2 (Q2 2025)

Team collaboration features
Shared playbooks library
Cross-project analytics
Automated incident reports

v3.0 (Q3 2025)

📄 License

Copyright 2024 SecureOps

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.

🙏 Acknowledgments

Built with incredible open-source technology:

RunAnywhere SDK - Blazing-fast on-device AI
Jetpack Compose - Modern Android UI
TensorFlow Lite - On-device ML models
Koin - Kotlin dependency injection
Retrofit - Type-safe HTTP client
Room - SQLite abstraction
OkHttp - HTTP client
Kotlin Coroutines - Async programming

🌟 Why SecureOps?

The DevOps Pain Points We Solve

Before SecureOps:

❌ Find out about failures after they happen
❌ Spend hours debugging in the middle of the night
❌ Miss critical alerts due to notification fatigue
❌ Security concerns uploading code to cloud AI
❌ Can't fix issues without a laptop

With SecureOps:

✅ Predict and prevent failures before they occur
✅ Fix issues in seconds with voice commands
✅ Smart filtering shows only what matters
✅ 100% private on-device AI processing
✅ Full DevOps power from your phone

Made with ❤️ using Jetpack Compose & RunAnywhere AI

Transform your on-call experience. Download SecureOps today.

⭐ Star us on GitHub if you believe in better DevOps!

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
app		app
gradle/wrapper		gradle/wrapper
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
build.gradle.kts		build.gradle.kts
gradle.properties		gradle.properties
gradlew		gradlew
gradlew.bat		gradlew.bat
settings.gradle.kts		settings.gradle.kts

License

Ethax22/SecureOps

Folders and files

Latest commit

History

Repository files navigation

SecureOps

🚀 What is SecureOps?

Why SecureOps?

✨ Core Features

🔮 AI Failure Prediction Engine

🎯 Root Cause Analyzer

🎤 Voice-Powered DevOps (RunAnywhere SDK)

⚡ One-Tap Remediation

📊 Unified CI/CD Dashboard

🔔 Proactive Notifications

🔒 Privacy & Security by Design

📈 Team Analytics & Insights

🏗️ Architecture

Technology Stack

System Architecture

🤖 AI-Powered Intelligence

1. Failure Prediction

2. Root Cause Analysis

3. Auto-Remediation Intelligence

4. Voice Assistant Capabilities

🌐 Supported CI/CD Providers

🚀 Getting Started

Prerequisites

Quick Installation

Initial Setup

🎨 Beautiful Glassmorphism UI

Design Features

Example Usage

📊 Use Cases & Scenarios

Scenario 1: Preventing Production Failures

Scenario 2: On-Call Emergency Response

Scenario 3: Flaky Test Management

📦 Building & Development

Build Commands

Configuration Files

🔧 Advanced Configuration

Custom Alert Playbooks

Voice Command Customization

🧪 Testing

ML Model Testing

Integration Testing

🛡️ Security & Privacy

On-Device AI Guarantee

Data Handling

Permissions Required

📈 Analytics & Metrics

Dashboard Metrics

Team Analytics

🗺️ Roadmap

v2.0 (Current) ✅

v2.1 (Q1 2025)

v2.2 (Q2 2025)

v3.0 (Q3 2025)

📄 License

🙏 Acknowledgments

🌟 Why SecureOps?

The DevOps Pain Points We Solve

Made with ❤️ using Jetpack Compose & RunAnywhere AI

About

Resources

License

Uh oh!

Stars

Watchers

Forks

Releases

Packages 0

Contributors 2

Uh oh!

Languages

Packages