DevOps Intelligence Platform
A unified architecture for coding, operations, and security governance.
EXECUTION ENGINE
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Universal Runner Python, Node, Go, Rust, PHP, Java Support
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Advanced Terminal `AdvancedTerminal` class with Powerline UI
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IntelliSense Autocomplete Context-aware command suggestions
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20 Tools Capacity Manage & run up to 20 local scripts
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Auto-Environment Setup Auto `venv` creation, `npm install`, `pip upgrade`
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Env Variable Manager Custom `.env` injection per tool
ESSENTIALS
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Code Editor Syntax highlighting (Pygments), Search/Replace
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Basic Git GUI Commit, Pull, Push, Branch Status
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Local Secrets (Keyring) Secure OS-level keyring storage
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Community Plugins Install plugins from PyPI/Marketplace
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Theme Engine Dark+, Light+ JSON themes
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Dependency Scanner Basic health check for requirements
AI & INTELLIGENCE
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Unlimited Tool Executions No cap on local scripts
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Multi-Provider AI Copilot GPT-4o, Claude 3.5, Gemini 1.5, Groq, Ollama
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Local RAG Context `RAGManager` indexes local codebase for context
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Auto-Remediation Agent AI detects errors, generates patch, validates in Sandbox
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Magic Tool Generator Text-to-Script generation via AI
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Inline AI Code Editor Refactor/Debug directly in the viewer
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Voice Command Control Hands-free operation via `VoiceCommandHandler`
ADVANCED OPS
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Docker Dashboard Manage Containers/Images, Logs, Shell, Prune
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Kubernetes Dashboard View Pods, Services, Deployments (k8s SDK)
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Local CI/CD Runner Run GitHub Actions locally via `act`
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DevContainer Support Isolate tools in `.devcontainer` environments
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Secure Sandbox Mode Run untrusted tools in ephemeral Docker
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Cloud Settings Sync Backup config to private GitHub Gist
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CodeFlow Architecture Graph Visualize call graphs & dependencies
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Visual Workflow Builder Drag-and-drop tool chaining
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Cloud Import Import from AWS S3, Azure Blob, GCP
IDENTITY & ACCESS (IAM)
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SSO & LDAP Integration SAML 2.0 (`SamlAuthProvider`), Active Directory
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Granular RBAC Roles: Admin, Developer, Auditor, QA, Viewer
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JIT Access Grants Temporary time-based permissions
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User Management Dashboard Invite, Ban, Monitor sessions
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Team Workspaces Shared `team_tools` collection in Firestore
SECURITY (SECOPS)
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Cyber Fortress Audit Deep AI vulnerability scan (`SecurityAnalysisDialog`)
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Proactive Security Agent Background threat monitoring thread
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Zero-Day Exploit Lab Auto-generate Python PoC for CVEs
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Enterprise Secrets HashiCorp Vault, AWS Secrets, Azure KeyVault
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Real-time Secret Scanning Regex detection in editor for API Keys
GOVERNANCE & DATA
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Corporate Tool Registry Private Sync from internal JSON/Repo
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Approval Workflows Submit -> Review -> Approve/Reject Pipeline
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Policy Enforcement Block Root, Whitelist Domains, Read-only mode
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Compliance Mapping Map issues to GDPR, PCI-DSS, ISO27001
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Immutable Audit Logs Forensic trail (JSONL/PDF Export)
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Advanced Analytics Dashboard User activity, Tool usage stats (`QtCharts`)
Detailed Feature Comparison
| Feature | Starter | Pro Developer | Organization |
|---|---|---|---|
| Core Platform | |||
| Tool Capacity | 20 Tools | Unlimited | Unlimited |
| Execution Engine | Local Process | Local + Docker | Local + Docker |
| Terminal UI | Powerline | Powerline | Powerline |
| Configurable Envs | ✔ | ✔ | ✔ |
| Git GUI | ✔ | ✔ | ✔ |
| Plugin System | ✔ | ✔ | ✔ |
| AI & Intelligence | |||
| AI Copilot (Chat) | ✖ | ✔ | ✔ |
| AI Providers | ✖ | Gemini/GPT/Claude/Groq | All + Custom |
| Local RAG Context | ✖ | ✔ | ✔ |
| Auto-Remediation | ✖ | ✔ | ✔ |
| Magic Tool Generator | ✖ | ✔ | ✔ |
| Inline AI Edit | ✖ | ✔ | ✔ |
| Voice Commands | ✖ | ✔ | ✔ |
| Advanced DevOps | |||
| Docker Dashboard | ✖ | ✔ | ✔ |
| Kubernetes Viewer | ✖ | ✔ | ✔ |
| DevContainers | ✖ | ✔ | ✔ |
| Secure Sandbox | ✖ | ✔ | ✔ |
| Local CI/CD (act) | ✖ | ✔ | ✔ |
| Settings Sync | ✖ | GitHub Gist | Corporate Registry |
| Visual Workflows | ✖ | ✔ | ✔ |
| Cloud Import | ✖ | S3/Azure/GCP | S3/Azure/GCP |
| Security & Identity | |||
| Authentication | Local | Local | SSO / LDAP / SAML |
| Secrets Management | Keyring | Keyring | Vault / AWS / Azure / GCP |
| Access Control | Single User | Single User | Granular RBAC & JIT |
| Security Audit | Basic Dep Check | Basic Dep Check | Cyber Fortress (AI Red Team) |
| Proactive Agent | ✖ | ✖ | ✔ |
| Exploit Lab (PoC) | ✖ | ✖ | ✔ |
| Command Sanitization | ✖ | ✖ | ✔ |
| Compliance Map | ✖ | ✖ | ✔ |
| Audit Logs | ✖ | ✖ | Immutable + PDF |
| Team Workspaces | ✖ | ✖ | ✔ |