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# sprint-24
Maya Chen9:12 AM

@QEPilot PROJ-482 is ready for QA — go.

QEPilotAPP

Read the ticket and linked spec.

3 manual test cases drafted
1 acceptance criterion flagged as ambiguous
MD

PROJ-482-test-cases.md

MD file

Want me to automate the 3 once you approve?

✅ 4🙌 1
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QEPilot · step 1 of 6
PROJ-482 · Jira

Add bulk CSV export

Users can export the current table to CSV. Export should respect active filters and handle large exports.

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Four things that make QEPilot a hire

PROJ-482

Add bulk CSV export

Export respects filters
Column order matches table
"Large" export size — ambiguous

Jira Ticket Comprehension

Parses acceptance criteria, user stories, and linked docs to extract real test intent — and flags ambiguity before it becomes a bug.

RAG
Product specs
Prior tickets
Business rules

Domain-Grounded Test Design

RAG retrieves your product specs, prior tickets, and business rules so every test case reflects how your system actually behaves.

TC-114 · Manual

Bulk export honors filters

  1. Apply "Active" status filter
  2. Click Export CSV
  3. Open file, confirm only active rows

Manual Test Case Authoring

Structured, traceable test cases mapped to acceptance criteria, ready for stakeholder review in your team's existing format.

qepilot.spec.ts
test('export honors filters', async () => {
  ...
});
✓ 3 passed (2.1s)

Playwright-MCP Automation

Approved manual cases become executable Playwright specs via Playwright-MCP, wired directly into your CI suite.

The difference

A chatbot suggests.
QEPilot ships.

Other AI hands you a plan and waits. QEPilot writes the case, gets it reviewed, and automates it.

Manual QA / generic AI

Suggests a general test plan outline for the feature.

QEPilot

Writes the manual cases, gets them approved, ships the Playwright spec.

How it works

Plug into your backlog. Live in a day.

No setup project. No IT ticket. No training videos.

Jira — connected
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1

Connect Jira or Linear

Install QEPilot from the app directory. It shows up on tickets like any new teammate.

SpecsTicketsDocs
2

Point at your domain knowledge

Link specs, prior tickets, and design docs. Each source grounds test design in how your product really works.

3 test cases drafted

ApproveEdit
3

Review & approve test cases

Manual test cases land in the ticket for sign-off, written in a format your team already uses.

✓ 12 passed (4.8s)
4

Automate with Playwright-MCP

Approved cases become executable Playwright tests, running in your CI on every PR.

You stay in control

Reviewed, not rubber-stamped.

QEPilot proposes test cases and automation — you decide what ships. Nothing runs against real environments without sign-off.

  • Every test case waits on your approval before it touches CI.
  • Flags ambiguous acceptance criteria instead of guessing at intent.
  • Runs only in the environments and branches you allow.
Read the FAQ

Sam Bauer

@QEPilot the "large export" criteria is vague — what counts as large?

QEPilot · App

Flagging it in the ticket instead of guessing. Want me to draft a case assuming 10k+ rows, or hold until PM confirms?

Draft with 10k+ assumptionHold for PM
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Engineering Manager, fintech SaaS
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Owen Marsh
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FAQ

QEPilot is an AI QA engineer that works from your Jira or Linear tickets. It reads the ticket, grounds test design in your product’s real domain knowledge, writes manual test cases for review, and automates approved cases with Playwright.