💥 Infrastructure Chaos
🔴 Unknown Dependencies
⚠️
API Gateway
502 Error
⚡
Auth Service
High Latency
🔌
Mystery Service
Undocumented
💀
Database
Connection Lost
❓
???
Unknown Service

The Infrastructure Complexity Crisis

Modern cloud applications are like vast, invisible cities with hundreds of interconnected services—but no one has a map.

🕵️
Hidden Dependencies: Critical connections exist only in developers' heads
⏰
Incident Delays: Hours wasted tracing connections during outages
❄️
Change Paralysis: Fear of breaking unknown dependencies
40% of engineering time spent on infrastructure discovery
6-8 weeks for new hires to become productive

Introducing CodingHaze

Transforming infrastructure chaos into crystal-clear understanding through AI-powered discovery and intelligent documentation.

We don't just monitor your infrastructure—we understand it.
🔍
Discover
🗺️
Map
🧠
Understand
📚
Document

The CodingHaze Discovery Process

Our AI-powered platform works in four intelligent phases:

🔍 Intelligent Discovery

  • Scans cloud configurations across all major platforms
  • Analyzes source code for service dependencies
  • Monitors runtime behavior and API calls
  • Identifies hidden connections others miss

🗺️ Visual Architecture Mapping

  • Creates interactive dependency graphs
  • Shows data flow between services
  • Hierarchical views from high-level to granular
  • Real-time updates as infrastructure changes

🧠 AI-Powered Understanding

  • Explains business purpose of technical components
  • Predicts impact of potential changes
  • Identifies security risks and anomalies
  • Provides natural language explanations

📚 Self-Updating Documentation

  • Generates human-readable system explanations
  • Updates automatically as infrastructure evolves
  • Creates compliance-ready audit trails
  • Transforms tribal knowledge into searchable insights
🛡️ Security Intelligence
🟢 All Systems Monitored
🔍
CVE Scanning
247 vulnerabilities detected • ↓ 15% this week
🛡️
Auto Patching
12 critical updates pending • ⚠️ Action required
📊
Compliance
87% SOC 2 compliant • ↗️ Improving
🔴 3 Critical Issues 🟢 Network Secure 🟡 Patches Needed

Security Intelligence

Automatically scan for vulnerabilities, patch security holes, and monitor compliance—all without slowing down your team.

🔍 Real-time CVE Scanning

Automatic vulnerability detection with intelligent risk prioritization.

🛡️ Automated Security Fixes

AI-powered remediation with approval workflows.

Result: Stay secure without the security overhead.
🎯
Jira
🐙
GitHub
☁️
AWS
↓
🤖
CodingHaze Engine
↓
🗺️
Maps
📄
Docs

The CodingHaze Knowledge Engine

Our AI-powered engine discovers and understands your entire infrastructure ecosystem:

🔄 Continuous Discovery

Automatically ingests data from all your tools and platforms - Jira tickets, GitHub repositories, AWS configurations, and more.

🧠 Intelligent Processing

Our AI engine analyzes connections, understands relationships, and builds a comprehensive knowledge graph of your infrastructure.

📊 Living Documentation

Transforms raw data into interactive maps and self-updating documentation that evolves with your systems.

💬 CodingHaze AI Assistant
🟢 Online
Can you send me an email of the qty of users every day at 4pm?
2:35 PM
🤔 Analyzing your request...
✅ Found user table in production database
✅ Setting up daily cron job for 4:00 PM
✅ Configuring email service via MCP server
📧 Daily user count reports will be sent to your email at 4:00 PM starting today!
2:35 PM

Chat with Your Infrastructure

Ask questions in natural language and get instant, actionable answers from your systems.

🔍
Instant Discovery: "What functions are writing to this storage bucket?"
⚙️
Smart Automation: "Send me daily user count emails at 4 PM"
🔗
Impact Analysis: "Which services break if I modify this database?"

💰 Automated Cost Optimization

Custom dashboards automatically surface cost-saving opportunities:

$2,400/month
Server consolidation opportunity detected
15 hours
Saved by deadline optimization alerts
40%
Query optimization potential
🗺️ 3D Infrastructure Map
Frontend App
API Gateway
Auth Service
Database
Redis Cache
CDN
Mobile App
Analytics DB
Message Queue
Object Storage

Interactive Visual Mapping

Navigate your infrastructure like a living blueprint with real-time interactive maps.

🔍 Interactive Exploration

Zoom, pan, and click through your entire infrastructure with intuitive controls.

📊 Multiple Views

Switch between service topology, data flow, and dependency graphs instantly.

⚡ Real-time Updates

Maps update automatically as your infrastructure changes and evolves.

🎯 Impact Analysis

Click any component to see what would break if you made changes.

📚 Living Documentation
🔄 Auto-updating

🏗️ System Architecture

The authentication service handles user login and session management. It connects to the Redis cache for session storage and communicates with the API gateway for request routing.

✅ Verified Updated 2 min ago

🔗 Dependencies

Critical dependencies include Redis (v7.0+) for caching, PostgreSQL for user data, and AWS SES for email notifications.

🔄 Auto-detected Updated 5 min ago

⚠️ Compliance Notes

This service processes PII data and is GDPR compliant. All user data is encrypted at rest and in transit.

📋 Compliance Updated 1 hour ago

Self-Updating Documentation

Living documentation that never goes stale, automatically maintained by AI.

🤖 AI-Generated Content

Automatically creates human-readable explanations from your infrastructure.

📋 Compliance Ready

Generates audit trails and regulatory documentation automatically.

🔄 Always Current

Updates in real-time as your systems change, ensuring accuracy.

🔍 Searchable Knowledge

Transform tribal knowledge into searchable, structured insights.

🧠 ThoughtFlow Process Builder
⚡ AI Reasoning Engine
👤 "Hey, can you send me a report on lambda invocations?"
🤖 Model 1: Planning Agent
💭 User wants lambda invocation data...
🔍 I need to break this into steps...
📋 Generated Plan
1 Get Lambdas
→
2 Check Queues
→
3 Generate Report
🎯 Model 2: Quality Ranker
95% Plan completeness
88% Step efficiency
💡 Suggests: "Add error handling step"

AI ThoughtFlow Process Builder

Watch our dual-model AI system reason, plan, and self-improve in real-time.

🧠
Planning Agent: Breaks down complex requests into actionable steps
🎯
Quality Ranker: Evaluates and improves the planning model's output
🔄
Self-Improvement: Each interaction makes the system smarter
⚡
Real-time Reasoning: See the AI's thought process as it happens
Service Registry
AI Engine
Graph Database
Vector Store

Built on Embark: Our Technical Foundation

Enterprise-scale infrastructure intelligence powered by cutting-edge technology:

Hybrid Search: Graph database + vector store integration
AI Reasoning: Custom ML models with infrastructure context
Real-time Updates: Live discovery feeds
Multi-cloud: All major cloud platforms supported
Before
😵‍💫
→
After
✨

Transform Your Engineering Team

3-6 months*
ROI timeline
30%*
average cost reduction
70%
faster onboarding

Turn infrastructure understanding into competitive advantage and cost savings.

*Based on internal estimates and early customer feedback

🚀

Ready to Transform Your Infrastructure Understanding?

Stop spending weeks trying to understand your own systems. Let CodingHaze map your entire infrastructure in minutes.

🎯
See your complete infrastructure map
💬
Chat with your systems in natural language
⚡
Automate tasks through conversation
Schedule a Demo