😓

Before: Manual Coding

Write 500 lines by hand, copy-paste from old tests, fix typos & errors

1 week
🚀

After: AI Factory

Fill in a Confluence testplan with feature tables, get perfect code automatically

<5 min
📥S1
Receive
Read testplan page
⚙
🔍S2
Extract
Find key information
⚙
📋S3
Organize
Structure the data
⚙
🧩S4
Template
Pick code skeleton
⚙
⚙️S5
Generate
Write the code
⚙
IN
OUT
📑
✓
STEP 1 · RECEIVE

AI reads your Confluence testplan page

Engineers fill in a structured testplan on Confluence — test description, feature tables, expected behavior. The system reads it all automatically.

Confluence Testplan
🎯TestClock Stop Check
⚡TriggerSysDebug
📊SignalsTCK, Normal
✅ExpectAll Stopped
STEP 2 · EXTRACT

AI identifies key facts from your description

It understands what signals to check, which registers to read, and what the expected results should be — all from your plain words.

AI Extracted Facts
✅TypeClock Stop Check
✅TriggerSysDebug
✅MethodTDR Readback
✅ResultAll Clocks Stop
🤖 5 facts found automatically
STEP 3 · ORGANIZE

Data is organized into a structured format

All the extracted information is arranged into a standard template that the code generator can work with. Like filling in a form.

Organized Data Form
📄File namedfx_clk_stop_tdr
🎯PatternC — TDR Readback
⚡TriggerSysDebug
📝RegisterXTRIG_IF_STATUS
📋 All fields ready for code gen
STEP 4 · TEMPLATE

The right code skeleton is selected automatically

3 proven patterns cover all test types. The AI picks the matching one and fills in your specific details. Like choosing the right mold in a factory.

Template Selection
○Pattern AToggle Check (185 lines)
○Pattern BDelay Counter (200 lines)
◉Pattern CTDR Readback (55 lines)
🎯 Best match selected
STEP 5 · GENERATE

Production-ready code is written automatically

The final C++ test file is generated — ready for review and submission. 100% functional match with senior-engineer hand-written code.

Generated Output
📄Filedfx_clk_stop_tdr.cpp
📏Lines55 lines of C++
✅Quality100% Match
⏱Time< 5 minutes
🚀 Ready for review & submit
12
Tests Generated
100%
Functional Match
<5 min
Per Test (vs 1 week)
3
Proven Patterns
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