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How Teams Use Cerbi

Start simple. Match the rollout to your team size. Move from visibility to guidance to enforcement only when you're ready.

Small Team

Give developers guardrails without slowing down shipping.

Who this is for

Teams with a few developers, one or more APIs, and early production customers.

Best starting mode

Observe → Guide

Data flow

API
Service
Cerbi
governance
Datadog
Splunk

Suggested first 30 days

  1. Week 1

    Pick one API or service as a pilot.

  2. Week 2

    Review violations and tune the starter profile.

  3. Week 3

    Enable warnings and redaction.

  4. Week 4

    Expand to the next service.

What to implement first

  • Create a shared starter profile
  • Run observe mode across one app first
  • Enable warnings for missing required fields
  • Redact obvious sensitive fields
  • Review violations during normal engineering work

What to avoid

  • Treating Cerbi like a security gate on day one
  • Requiring every app to be perfect immediately
  • Making developers ask permission for every log line

Recommended Cerbi capabilities

Runtime governanceShared governance profileRedactionViolation taggingBasic reportingRepo scanner when available

Lightweight ownership model

App team owns implementation. Tech lead owns profile tuning. Security or architecture provides input when sensitive fields are involved.

Every rollout follows the same simple path

Step 1

Observe

Find risky logging behavior without blocking developers.

  • Detect unsafe fields
  • Identify missing standards
  • Baseline logging risk
  • No breaking changes
Step 2

Guide

Help teams improve logs with warnings, redaction, and suggestions.

  • Warn on violations
  • Redact obvious sensitive values
  • Suggest structured fields
  • Track relaxed exceptions
Step 3

Govern

Enforce trusted rules and produce governance evidence.

  • Enforce required fields
  • Block or redact high-risk data
  • Version profiles
  • Report coverage
Cerbi does not require a big-bang rollout. Start with visibility, then mature into enforcement when your teams are ready.

Team-size at a glance

A quick reference for choosing the right rollout path.

Team sizeBest starting modeFirst goalOwnershipRecommended features
Solo / FounderObserveAvoid bad logging habits earlyFounderRuntime governance, starter profile, sensitive field detection
Small TeamObserve → GuideAdd guardrails without slowing deliveryTech lead + app teamShared profile, redaction, violation tagging, basic reporting
Growing TeamObserve → Guide → GovernStandardize logging across servicesPlatform + app teams + security inputDashboard, profile versioning, scanner, reporting, exception tracking
EnterprisePhased by app riskTurn logging standards into enforceable controlPlatform, security, architecture, audit, app teamsRBAC, audit reporting, deployment history, scanner, AI assistance, multi-cloud support

Best practices for rolling out logging governance

Start in observe mode

Do not begin by breaking builds or blocking logs. First, measure risk.

Keep the first rule set small

Start with obvious fields and obvious risks. Expand after teams trust the results.

Pilot one app first

Use one service to validate the workflow before expanding.

Redact before you block

Where possible, make logs safer without interrupting developers.

Track exceptions

Relaxed governance should be tagged, reported, and reviewed.

Match enforcement to risk

Production payment, identity, and healthcare workflows may need stricter rules than internal tools.

Find the logging risk that your dashboards cannot fix.

Start safe. Measure first. Guide teams. Govern when ready.