Use Case 02
Code Quality at Scale
Senior architects spend 20 hours a week manually reviewing junior developers' PRs and reading debug logs. They're drowning in code reviews instead of building architecture.
The Problem
Your best architects—the ones who should be designing scalable systems—are stuck reading SOQL queries in for loops. Every PR needs manual limit checking. Every deployment requires a senior engineer to approve.
The agency can't scale because senior talent is wasted on junior work. Your architects are reading debug logs instead of architecting solutions. The bottleneck is real, and it's killing velocity.
The Solution
Jataka automates code review, limit checking, and test generation. Senior architects get their time back while Jataka catches the issues they would have spent hours finding.
When a junior developer pushes a PR, Jataka immediately analyzes it. It profiles the limits, identifies potential breaches, and generates test cases for uncovered paths. Within seconds, the developer gets actionable feedback: 'Line 47 will breach SOQL limits at Production scale. Consider batching.'No waiting for a senior architect to review.
Every PR is automatically profiled for Governor Limits. No manual code review needed for limit checking. Jataka catches what humans miss.
Jataka analyzes your Apex code and generates test cases for uncovered paths. Increase code coverage without manual test writing.
Before merging, know exactly which components will be affected. Our Neo4j graph analysis maps all dependencies and predicts impact.
Junior developers get actionable feedback within seconds of pushing code. No waiting for senior architects to review. Learning accelerates.
Before & After
| Aspect | Before Jataka | After Jataka |
|---|---|---|
| Limit Checking | Manual review of every SOQL query | Automated profiling on every PR |
| Test Coverage | Junior devs write tests manually | AI generates tests for uncovered paths |
| Feedback Speed | 2-4 hours wait for senior review | Instant feedback on push |
| Senior Time | 20 hrs/wk on code review | 2 hrs/wk on architecture review |
| Junior Learning | Delayed, inconsistent feedback | Immediate, consistent guidance |
| Agency Scalability | Limited by senior headcount | Scales with junior talent |
The Result
Senior architects focus on high-value architecture. Junior developers get instant feedback and learn faster. Code quality improves automatically. The agency can scale without adding senior headcount.
Ready to Scale Your Agency?
Book a demo and see Jataka automate code review for your Salesforce team. No more bottlenecks—just scalable, high-quality delivery.