EARLY ACCESSAI-native ops intelligence for Salesforce

Observe. Alert. Advise.
Never Touch Production.

SF Vibe Ops watches your Salesforce org 24/7, detects issues before they become incidents, and gives your team AI-generated corrective action playbooks — safely, without ever modifying your org.

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Trusted by 200+ Salesforce admins & architects on the waitlist

SF Vibe Ops — Production Monitor (read-only)
Production Org
Healthy · 94/100
SOQL Gov Limit
82% — alert raised
Security Scan
3 findings · 0 critical
Permission Drift
2 over-permissioned users
Last Deployment
Observed · 2h ago
Read-OnlyAlert EngineAI Advisor
$ sfvo vibe "analyse the SOQL limit issue in production"
  Scanning org — read-only mode...
  ✓ Identified 3 SOQL-heavy Apex classes
  ✓ Root cause: unoptimised loop queries
  ⚠ Projected breach in ~6 hours

  Corrective action playbook generated:
  → Bulkify OrderTriggerHandler.cls
  → Add query cache to AccountService.cls
  Playbook sent to Slack + Jira ticket raised

$ sfvo health --compare last-month
  ✓ Score: 94 vs 89 last month ↑ +5
  ✓ Tech debt: reduced 12%
  Full report → health-2026-03.pdf
24/7
Continuous Monitoring
360°
Org Visibility
0
Prod Changes Made
AI
Corrective Playbooks
About SF Vibe Ops

Your Salesforce org's always-on observer

SF Vibe Ops connects to your Salesforce org in read-only mode and never modifies anything in production. It continuously monitors DevOps activity, security posture, org health, and governor limit exposure — surfacing issues before your users feel them.

When something needs attention, SF Vibe Ops generates an AI-powered corrective action playbook with step-by-step guidance, and alerts your team via Slack, Jira, or email. Your engineers stay in control. We just make sure they always know what to fix and how.

Read-OnlySmart AlertsAI PlaybooksSecurity IntelOrg HealthDevOps Insights
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Observe Only

Read-only connection. SF Vibe Ops never modifies, deploys, or executes anything in production.

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Alert Early

Get notified about security drift, health degradation, limit exposure, and anomalies before they become incidents.

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Advise Clearly

AI-generated corrective action playbooks give your team the exact steps to fix issues — routed to Slack, Jira, or email.

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Vibe Queried

Ask questions in plain English: "What's causing my SOQL limit spike?" and get a full AI analysis instantly.

Core Modules

Four intelligence modules. Zero prod changes.

SF Vibe Ops watches every layer of your Salesforce org and tells your team exactly what to do — they stay in the driver's seat.

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DevOps Intelligence

Observe CI/CD activity, deployment histories, sandbox drift, and metadata conflicts. SF Vibe Ops flags risky patterns and alerts your DevOps team with recommended remediation steps.

Deployment MonitoringSandbox DriftMetadata ConflictsRisk Alerts
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Security Ops

Continuously scan profiles, permission sets, sharing rules, flows, and connected apps for security drift. Get instant alerts with fix playbooks when issues are detected.

Permission MonitoringCompliance AlertsAPI ExposureFix Playbooks
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Org Health Checks

Monitor health scores across governor limits, technical debt, unused metadata, and data hygiene in real time. Receive scheduled reports with prioritised remediation roadmaps.

Health ScoringGov Limit TrackingTech Debt ReportsTrend Analysis
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Vibe Query Engine

Ask your org anything in plain English: "Why is my SOQL limit at 82%?", "Which permission sets changed this week?". Get full AI analysis and a recommended action playbook instantly.

Natural Language QueriesRoot Cause AnalysisAI PlaybooksRead-Only Safe
How It Works

Connect once. Stay informed always.

SF Vibe Ops observes silently in the background. Your team gets the intelligence — and they decide what to act on.

1

Connect Read-Only

Authenticate via OAuth with read-only permissions. SF Vibe Ops never requests write access. Your production org stays fully protected.

2

Continuous Observation

The monitoring engine runs 24/7 — scanning metadata, tracking health metrics, watching security posture, and observing governor limit trends.

3

Intelligent Alerts

When issues are detected, SF Vibe Ops sends context-rich alerts to Slack, Jira, or email — with severity, root cause, and an AI-generated corrective action playbook.

4

Your Team Acts

Engineers review the playbook and apply fixes on their own schedule. SF Vibe Ops tracks improvement in subsequent health scores — closing the loop.

Live Observation Dashboard
Production Org
Healthy · 94/100
SOQL Gov Limit
82% — alert sent
Security Posture
3 findings · 0 critical
Permission Drift
2 users flagged
Playbooks Pending
3 open actions
Vibe Query
> sfvo vibe "what's causing the SOQL spike?"
  ✓ Root cause identified → playbook ready
Early Access

Always watching.
Never touching.

Join 200+ Salesforce teams on the early access waitlist. Connect your org — we'll handle the vigilance.

Read-only access onlyNo production changes — everSOC 2 compliantWorks with any Salesforce edition
Get In Touch

Let's talk Salesforce ops

Have questions, want a live demo, or ready to connect your org for monitoring?

Why reach out?

Whether you're evaluating SF Vibe Ops, want a live org demo, or just want to talk Salesforce observability — we respond fast.

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Email

hello@sfvibeops.com

Response Time

Within 24 hours — usually same day

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Supported Editions

EnterpriseUnlimitedDeveloperProfessionalISV / AppExchange