Sub-second profiler.

How Jataka profiles Salesforce transactions without access to production data — designed for security, isolation, and speed.

The challenge.

Salesforce Governor Limits are enforced at runtime. You can't predict them from static code because they depend on:

  • Data volumes (how many records trigger your code)
  • Execution context (trigger recursion, flow chaining)
  • Concurrent operations (lock contention, sharing recalculation)
  • User behavior (batch sizes, UI interactions)

To catch breaches before production, we execute code in an environment that mimics production volumes — without ever touching actual production data.

The architecture.

1. PR Integration

GitHub/GitLab webhook triggers profiler on every PR. No manual intervention required.

2. Sandbox Connection

Instant OAuth connection to your existing Integration/Staging Sandbox. No slow provisioning — uses your existing data volumes.

3. Transaction Execution

Apex code executed via REST/Tooling API. Real user scenarios simulated with your actual data volumes.

4. Real-Time Telemetry

Sforce-Limit-Info HTTP headers + Debug Log parsing. No injected Apex — pure external observation.

5. Breach Detection

CUMULATIVE_LIMIT_USAGE parsing with line-level attribution. Exact code location of the limit breach.

Isolation & security.

Instead of slow scratch org provisioning, Jataka connects instantly to your existing Integration or Staging Sandbox via OAuth.

  • Real data volumesProfile against actual record counts in your sandbox
  • No data copyingWe never read or store your actual records
  • Instant setupOAuth connection in milliseconds, not minutes
  • Existing metadataNo redeployment needed — your sandbox is ready

Security guarantee: Jataka only reads limit headers and debug logs. We never query your actual records. Your data stays in your Salesforce org — we only observe telemetry Salesforce already exposes.

Performance characteristics.

<500ms

Average profiling time

Instant (OAuth)

Sandbox connection

<50ms

Header capture latency

~200ms

Debug log parsing

The entire profiling pipeline — from PR webhook to breach report — completes in under 2 minutes for most transactions. Developers get feedback before they context-switch.

Profile your next PR in milliseconds.

Book a pilot and see sub-second Governor Limit feedback on your own org.