Runtime confidence for Salesforce CI/CD

75% code coverage is an illusion.

Static scanners read text. They cannot predict runtime behavior under real data volume. Jataka executes your actual business process in Sandbox and rejects risky PRs before Production sees them.

Three layers of defense.

01Mapping the blast radius

The Context Engine

Jataka connects to your Salesforce Org via OAuth and ingests metadata, Flow dependencies, and Apex Triggers through the Tooling API into a Knowledge graph. Your team gets a live map of how a decade of architecture is actually wired.

02Cursor MCP integration

Shift-Left Guardrails

We stream architecture context directly into AI copilots using MCP. Before code is written, the copilot is warned about dangerous patterns — making enterprise AI coding safer by default.

03CI/CD PR blocker

The Production Firewall

On every pull request, Jataka launches an isolated Kamikaze pod, executes the workflow in Sandbox, profiles Apex Debug Logs, and blocks merges when usage breaches 90% of SOQL, CPU, or Flow limits.

Why Jataka wins.

We test runtime, not just syntax.

  • Runtime simulation instead of syntax-only analysis.
  • Backend validation: UI action + DB verification + async limit monitoring.
  • Built-in outbound ERP mocking for safe integration tests.
  • Autonomous self-healing when layouts/UI change in Salesforce.

The result

Zero 101 SOQL errors.
Zero weekend rollbacks.
Full architectural confidence.

Jataka turns PR review into a production-grade runtime gate for the Agentic Era.

Ready to prove it on your org.

14-day Shadow Mode pilot. Sandbox only. Zero production access.