Highest-Value IP

The Autonomous
SDLC

Jataka doesn't just wait for pull requests. It manages the entire lifecycle. This closed loop — Jira to Cursor to GitHub to Jataka back to Jira — is your highest-value intellectual property.

You aren't just catching limits; you are automating the entire Software Development Life Cycle.

The Closed Loop

Jira → Cursor → GitHub → Jataka → Jira

📋
Jira
⌨️
Cursor
🔍
GitHub
J
Jataka

Your developers stay in their IDE. Jataka handles the orchestration, the testing, and the ticket management.

How It Works

Four steps that transform your Salesforce development workflow.

01

Intent

Jira Integration

Jataka reads the Jira ticket and updates the Neo4j graph with the business intent.

  • Parse Jira ticket description and acceptance criteria
  • Map requirements to existing Salesforce metadata
  • Update Neo4j graph with feature context
  • Identify affected objects, classes, and flows

Outcome

Your feature requirements become structured context that every tool in your pipeline can access.

02

Code

Cursor IDE + MCP

Through our MCP, your developer asks Cursor how to build the feature. Jataka feeds Cursor the exact blast radius and safe code patterns.

  • Developer asks Cursor: 'How do I implement this Jira ticket?'
  • Jataka's MCP server provides org-specific context
  • Cursor receives blast radius analysis before coding
  • Safe code patterns auto-suggested based on your org

Outcome

Your developers write correct code the first time. No guessing. No trial-and-error.

03

Verify

GitHub PR Analysis

The developer opens a PR. Jataka's API Firewall and Kamikaze Pods test the limits and the UI automatically.

  • PR triggers Kamikaze Pod in isolated Sandbox
  • Runtime profiling of SOQL, DML, CPU, Heap
  • Vision AI tests the UI in real browser
  • Hybrid SOQL assertions verify database state

Outcome

Every PR is tested against real Salesforce limits—not just static analysis guesses.

04

Resolve

Jira + Cursor Feedback

If limits breach, Jataka sends feedback back to Cursor. If it passes, Jataka updates the Jira ticket to 'Ready for Deployment' with attached video proof.

  • Limit breach → AI fix sent to Cursor for developer
  • Pass → Jira ticket auto-updated to 'Ready for Deployment'
  • Video proof of successful test attached to ticket
  • Deployment approval triggered automatically

Outcome

Your developers stay in their IDE. Jataka handles the orchestration, testing, and ticket management.

The Results

80%

Reduction in context switching

Developers stay in Cursor. No more jumping between Jira, GitHub, and Slack.

60%

Faster time to production

Automated testing and ticket management eliminates manual handoffs.

0

Manual QA bottlenecks

Jataka's Kamikaze Pods and Vision AI test every PR automatically.

100%

Traceability from ticket to deploy

Every line of code traced back to its Jira ticket requirement.

Powered by Neo4j

Every tool in the closed loop — Jira, Cursor, GitHub — accesses the same Neo4j Knowledge Graph. Your entire Salesforce org's metadata, relationships, and blast radius live in one place. When a Jira ticket is created, Jataka already knows what it affects.

Example: A Jira ticket says "Add validation to Account.Name". Jataka's Neo4j graph instantly shows: 3 triggers, 7 flows, 12 Apex classes, and 2 integrations that reference Account.Name. Cursor gets this context before your developer writes a single line.

Automate your SDLC

Stop managing tools.
Start managing code.

The closed loop is your competitive advantage. Let Jataka orchestrate your entire development lifecycle while your developers focus on building.