Executes tests systematically. Uses AI to generate comprehensive test cases. Validates AI-generated tests.
| Core KRA | Expected Behaviors |
|---|---|
| Test Case Design & Execution | Designs effective test cases for assigned features; executes systematically; documents results accurately |
| Testing Methodologies | Applies appropriate testing types based on feature requirements; ensures coverage of assigned areas |
| Defect Identification & Reporting | Identifies defects accurately; writes clear, reproducible bug reports; understands severity classification |
| AI-Generated Test Validation | Uses AI to generate test cases; validates generated tests for correctness; identifies missing edge cases in AI output |
| Tool Proficiency | Uses test management, bug tracking, and basic automation tools effectively |
| Domain Understanding | Builds understanding of product, end users, and domain; ensures tests align with real-world user expectations |
| Core KRA | Expected Behaviors |
|---|---|
| Task Execution | Completes well-defined tasks within agreed timelines; follows guidance from senior engineers |
| Estimation Awareness | Provides basic effort estimates with support; understands how estimation affects planning; accounts for AI assistance AND validation time |
| Requirement Understanding | Reads, clarifies, and confirms requirements before coding; asks questions early; translates requirements into effective prompts |
| Progress Reporting | Regularly updates task status using project tracking tools; communicates progress proactively |
| Issue Escalation | Flags blockers, delays, or uncertainties early; escalates when AI assistance isn't working |
| Core KRA | Expected Behaviors |
|---|---|
| Team Collaboration | Works cooperatively with teammates; actively participates in team discussions |
| Code Review Participation | Submits code (including AI-generated code) for review; incorporates feedback constructively |
| Learning and Skill Development | Participates in training sessions; learns new AI tools and techniques; builds prompt crafting skills |
| Feedback Acceptance | Seeks feedback proactively; applies it to improve performance and habits |
| Knowledge Sharing | Shares useful learnings, effective prompts, and resources with team members |
| Core KRA | Expected Behaviors |
|---|---|
| Client Awareness | Understands client objectives, project goals, and expected outcomes with guidance |
| Professional Communication | Communicates clearly and professionally in client interactions under supervision |
| Feedback Handling | Records, understands, and shares client feedback accurately with the team |
| Task Readiness for Client Use | Ensures work delivered to clients is clean, tested, and meets expected standards with support |