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Introducing

VibOps

The operational discipline for enterprise vibe coding.
Like DevOps, but for AI-assisted development.

Built with Amplifier + Microsoft 365

Experimental / Inactive
Definitions

Two distinct activities. One platform.

Vibe Coding
The act of building applications through natural language conversation with AI. Users describe what they want; AI writes the code.
Who: Business analysts, domain experts, citizen developers
What: Building apps, automations, integrations
VibOps
The operational discipline of enabling vibe coding safely at enterprise scale. Infrastructure, security, governance, and platform engineering.
Who: Platform teams, security, IT operations
What: Sandboxes, validation, compliance, deployment
The relationship: Vibe Coders build. VibOps ensures they can build safely.
The VibOps Stack

Four disciplines. One team.

Vibe Platform
Sandbox provisioning. Tenant automation. Environment management. The infrastructure that vibe coders build on.
Vibe Security
Red teaming. Compliance scanning. Vulnerability detection. Ensuring generated code is safe before it deploys.
Vibe Governance
Approval workflows. Audit trails. Policy enforcement. The controls that make enterprise adoption possible.
Vibe Strategy
Organizational rollout. Maturity planning. Capability building. The CTO's roadmap for AI-native development.
VibOps = Vibe Platform + Vibe Security + Vibe Governance + Vibe Strategy
Roles

Clear responsibilities. No confusion.

CTO
Strategic + Technical
  • → Sets vibe coding strategy
  • → Approves maturity wave transitions
  • → Owns risk/reward tradeoffs
  • → Champions organizational change
  • → Defines success metrics
VibOps Team
Operational
  • → Operates the platform
  • → Manages sandboxes and tenants
  • → Runs security validation
  • → Enforces governance policies
  • → Supports vibe coders
Vibe Coders
End Users
  • → Build apps in sandboxes
  • → Submit for validation
  • → Iterate on feedback
  • → Own their solutions
  • → Request deployments
The CTO decides what and why. VibOps figures out how. Vibe Coders do the building.
The Cost of Inaction

What happens if you
don't build VibOps?

~40%
of developers may leave for companies that let them use AI coding tools*industry estimate
Shadow AI
Users will vibe code anyway—on personal accounts, without governance, creating liability
~10x
slower to market than competitors embracing AI-assisted development*industry estimate
Breaches
Ungoverned AI-generated code creates security incidents and compliance failures
The question isn't whether your organization will vibe code. It's whether they'll do it safely or in the shadows.
The Solution

Sandbox tenants
with VibOps built in.

Give vibe coders a safe place to build. Give VibOps the controls to validate. Deploy only what passes.

Maturity Model

Three waves. Controlled rollout.

1 Pilot
Prove the concept
  • Single sandbox tenant
  • One team (10-20 vibe coders)
  • Manual security validation
  • CTO direct oversight
  • Learn what works
2 Scale
Build the muscle
  • Multiple sandbox tenants
  • 5-10 teams onboarded
  • Automated security scans
  • Dedicated VibOps team forms
  • Self-service provisioning
3 Platform
Enterprise standard
  • Enterprise-wide availability
  • Federated governance
  • Full VibOps organization
  • AI-native culture
  • Continuous improvement
Start small. Prove value. Expand deliberately. Each wave builds on the last.
The Workflow

Build → Validate → Deploy

Vibe Coder
Builds in sandbox
→
Vibe Security
Scans, red teams
→
Vibe Governance
Reviews, approves
→
Vibe Platform
Deploys to prod
Every step is automated. Every action is logged. Nothing deploys without validation.
Vibe Security

Red team before deploy. Automatically.

Automated Security Scan
Every vibe-coded artifact runs through security validation. Injection attacks, privilege escalation, data leakage patterns.
Policy Compliance
Organization policies enforced. Data residency. Encryption requirements. Approved libraries only.
Prompt Injection Tests
Automated adversarial testing. Jailbreak attempts. Data exfiltration probes. Resource abuse detection.
Vibe Security catches what humans miss—at scale, every time, before production.
Vibe Platform

Sandbox infrastructure. Automated.

Vibe Governance

Controls that enable, not block.

RBAC
Who can use which tools. Role hierarchy. Pattern matching on operations.
Tool Gateway
Path restrictions. Parameter validation. Workspace sandboxing.
Approval Workflows
Human-in-loop for sensitive ops. Multi-level approval chains.
Audit Export
Complete audit trail. Compliance reports. SIEM integration.
Good governance makes vibe coding possible. Without it, enterprises can't adopt.
Native Integration

Built on M365. Not bolted on.

Identity & Access (Vibe Security)
Entra ID (Azure AD) OBO Token Flow Group/Role Extraction MFA Enforcement
Data & Storage (Vibe Platform)
SharePoint Documents Dataverse Tables OneDrive Files Azure Blob (Artifacts)
Communication (VibOps ↔ Vibe Coders)
Teams Notifications Adaptive Cards Webhooks Agent Collaboration
Governance (Vibe Governance)
Azure App Config Key Vault Purview (Coming) Defender (Coming)
Status

What we've built. Today.

✓ Wave 1 Ready

  • ✓ Vibe Coding Orchestrator
  • ✓ Version Control Hook
  • ✓ Rollback Tool
  • ✓ RBAC Authorization
  • ✓ Tool Permission Gateway
  • ✓ Compliance Scanner
  • ✓ Audit Export
  • ✓ Cost Control
  • ✓ Agent Collaboration Tool
  • ✓ M365 Integration (SharePoint, Teams, Entra)

→ Wave 2 Building

  • → Multi-tenant automation
  • → Self-service provisioning
  • → Automated security scanning
  • → Approval workflow UI

○ Wave 3 Planned

  • ○ Federated governance
  • ○ Purview integration
  • ○ Defender integration
  • ○ Power Platform hooks
CTO Decision

The choice is yours.

Without VibOps
→ Developers leave for AI-forward companies
→ Shadow AI creates security incidents
→ Competitors ship faster with AI-native tooling
→ Compliance failures from ungoverned code
→ Missed opportunity to lead
With VibOps
→ Retain and attract top talent
→ Safe, governed vibe coding at scale
→ Competitive development velocity
→ Audit trails that satisfy compliance
→ First-mover advantage in AI-native culture
This isn't about whether to adopt AI coding. It's about doing it right.
Sources

Research Methodology

Data as of: February 20, 2026

Feature status: Experimental / Inactive

Research performed:

Gaps: Claims about developer attrition (~40%) and competitive velocity (~10x) are industry-level estimates, not measured from this project. Platform repo is currently in Inactive status.

Primary contributors: Sam Schillace (~76% of commits), Marc Goodner (~24%)

Next Steps

Start Wave 1
in 30 days.

12+
Modules Built
Graph
Built on Microsoft Graph APIs
1
Pilot Team Needed

github.com/ramparte/amplifier-m365-platform (inactive)
github.com/ramparte/amplifier-bundle-m365-collab

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