For QA engineers, SDETs and QA leads
Test agents guess at how the system works.
ProdE shows how a flow actually works and what validation applies, before writing tests or filing a bug. Tests match real behavior.
Tests written from assumptions.
Tests only cover what the ticket mentions
API tests written from assumptions, against the status codes the ticket implied.
A generic error costs hours to trace
A bug report named one service, but the code that owned the behavior often lived in another.
The agent cannot see the validation
An agent writing a test from the ticket alone does not know what validation and normalisation run first.
Your team asks. The code answers.
Check the exact API contract before writing a test
Read the validation and permission logic to get the exact status codes and behavior first.
Tell a real bug from a wrong test assumption
Root cause is known before the ticket is raised.
Find what else to retest when code changes
See what a change touches across services, endpoints and data flows.
Trace a failure to the repo where it starts
Work starts in the service that owns the problem, not the one named in the ticket.
One test expected an error for a malformed HVAC size. The code normalises that value before validation, so the API was right to accept it. The test was wrong, not the code.
How Attentive AI and Leena AI use it.
Tests match the real contract.Read the contract first
QA agents at Attentive read the validation and permission logic through ProdE to get the exact status codes and behavior before writing an API test.
Separate defects from assumptions
Real backend defects are separated from wrong test assumptions, before they are filed as bugs.
Know the root cause before the ticket
QA at Leena checks how a flow actually works and what validation applies before writing tests or filing a bug.
Send this part to your head of engineering.
ProdE needs read-only access to the repos you choose. Nothing else.It only reads your code
ProdE cannot change, commit, merge or push anything.
It never trains on your code
Your code is never used to train any model.
It never touches your running systems
ProdE reads the code. It does not connect to your application or your production data.
ISO 27001 certified
It runs in ProdE's cloud or on your own servers.
Kept current
Answers stay current with your code on a scheduled sync, as often as daily.
Works with your coding agents
Claude Code, Cursor, Codex, Copilot and any MCP client connect to it.
See it on your own codebase.
Connect your repositories to ProdE. Your team and your coding agents get the same map of the system.