The Problem
After Keploy launched, we heard consistent feedback: test generation worked, but the experience felt like a black box. You'd upload a spec, hit generate, and wait - with no progress indicators or feedback. For large APIs with 50+ endpoints, you couldn't tell if it was processing endpoint 1 or 50 - or if it had crashed entirely.
What's New
Keploy brings complete real-time visibility into test generation:
Real-Time Progress Tracking
Live counters show tests generated, validated, and rejected - updated instantly.
Smart Endpoint Clustering
AI groups endpoints into clean categories like "Customer-Billing-API" for better navigation.
Instant Feedback Loops
Spot issues immediately and regenerate updated tests within seconds.
Color-Coded Status Chips
Green for accepted and red for flagged tests - no need to dig through logs.
One-Click Suite Generation
Generate and run the entire suite with streamed results in the same panel.
Continuous Validation
Each rerun automatically validates improvements, speeding up iteration.
Keploy simplifies testing with one-click generation, intelligent organization, and a cleaner design.
Before vs. After
Testing an e-commerce API with 80 endpoints:
Before
Blind Execution
- Zero VisibilityUpload → spinner → wait 5-10 min → hope it worked
- Infinite SpinnerNone - just a loading animation
- Cryptic Flat ListUnsorted list of raw endpoint paths
- Post-Mortem DebuggingWait until completion, troubleshoot with no context
- Anxiety & Guesswork"Is it stuck? Did it fail?"
After
Real-Time Feedback
- Real-Time StreamWatch "12/80 endpoints processed" live
- Live Pass/Fail CountersActive chips: 75 passed, 5 flagged
- Service-Level GroupingOrganized by: "Checkout-API", "User-Management"
- Instant Fix LoopSpot issue at test #23, fix, regenerate in 3s
- Total ConfidenceFull visibility, zero guesswork
Why This Matters
Test generation is a critical workflow - you need to trust it's working and see problems the moment they occur. With Keploy, you're never left wondering if the process crashed or if it's still running. Real-time visibility turns test creation from an anxious waiting game into a responsive, transparent experience.
