Back to HomeBook Pilot

Jataka

The Pre-Production Runtime Firewall for Salesforce

Stop deploying 101 SOQL crashes.

Section 2 · The Problem

75% Code Coverage is a Vanity Metric

  • Static scanners (PMD, Copado) read text and miss runtime loops.
  • Triggers + Flows + Managed Packages can fail only when composed under data load.
  • Code passes QA, then breaches 101 SOQL or CPU at production volume.
  • Result: weekend rollbacks, margin loss, and Sev-1 outages.
Salesforce System LimitException 101 SOQL error log
GitHub to Kamikaze pod to Salesforce Tooling API flow

Section 3 · The Firewall

We test execution, not just syntax

  • Spin Up: PR opens and Jataka launches an isolated Kubernetes pod.
  • Execute: The transaction runs inside staging sandbox.
  • Profile: Tooling API telemetry is pulled in real time.
  • Block: At 90% limit usage (SOQL, DML, CPU), merge is blocked.

Section 4 · The Proof

Mathematical Guardrails. Zero Snake Oil.

  • No admin rights required: advisory mode via GitHub comments.
  • AI reads debug logs and pinpoints the exact limit-spiking line.
  • PR receives a red runtime report card before production risk appears.
Jataka GitHub PR comment showing SOQL limit score at 98 out of 100

Section 5 · The Ask

The 14-Day Staging Pilot

  • Protect margins and clients from limit-based deployment failures.
  • Increase offshore developer velocity with the Cursor and VS Code plugin.
  • Grant read-only lower-sandbox access for a 14-day silent runtime pilot.
Book Your 14-Day Staging Pilot