Demo 01
API Engine
Watch a developer make a critical mistake—placing a SOQL query inside a for loop. Jataka catches it before the merge, preventing a production incident.
The Scenario
The developer pushes the code to GitHub. Within 5 seconds, Jataka's Kamikaze Pod spins up, executes the transaction in an isolated Sandbox, and parses the Sforce-Limit-Info headers.
The result: 147 SOQL queries against a limit of 100.
The PR is automatically blocked with a detailed limit report showing exactly which line caused the breach.
Without Jataka
Code deploys to production. During peak hours, the sales portal crashes. Sev-1 incident. 4-8 hours to rollback and restore. $50K+/hr in lost revenue.
With Jataka
PR is blocked before merge. Developer gets instant feedback. Fixes the issue in 5 minutes. Zero production impact. Zero revenue lost.
How It Works
A developer pushes a PR containing a SOQL query inside a for loop. The code compiles. Tests pass. Everything looks fine.
Jataka receives the webhook and spins up an isolated Sandbox environment with Production-like data volumes.
The Apex code is executed against real-ish data. Triggers fire. Flows run. The SOQL query inside the for loop is called 147 times.
Jataka parses the Sforce-Limit-Info headers from the debug logs. The result: 147 SOQL queries against a limit of 100.
The PR status is set to failed. A detailed limit report is posted as a PR comment showing exactly which line caused the breach.
The developer sees the report, moves the SOQL outside the loop, and repushes. This time, the PR passes.
Key Takeaways
Jataka profiles Governor Limits during PR review, not after deployment. Every SOQL query, DML statement, and CPU millisecond is measured in a real execution environment.
When a threshold is breached, the PR is automatically blocked. No manual intervention required. The developer gets immediate feedback with a detailed limit report.
Jataka tells you exactly which line caused the breach. No more hunting through debug logs trying to find the culprit.
We don't estimate. We execute. If we say you're at 147/100 SOQL queries, that's a measured fact from actual execution, not a static analysis guess.
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