Softprobe Canary

Roll out safely with Softprobe Canary

Run tests with replicated production traffic - 100% coverage of real user scenarios in an isolated environment that matches production 100%. Zero customer impact.

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Capture Real User Sessions

100% of sessions (no sampling)

Store the Full Context

Every request, response, and execution path is stored as a structured session graph

Pre-release Testing

Replay past sessions in a test environment to ensure 100% coverage of real user scenarios

Softprobe AI

100% production case coverage
0% customer risk

Test with past production traffic before releasing to any live customers.

Comparison engine

AI validates all responses

Softprobe compares production and replay JSON payloads field by field and blocks mismatches.

Detected response difference: tax calculation

response.diff

{
  "subtotal": 120.00,
- "tax": 20.80,
- "total": 140.80,
+ "tax": 12.00,
+ "total": 132.00,
  "currency": "USD"
}

✓ Production traffic path

customers served

◎ Replay isolation path

sandbox only

⛔ Release gate

paused on mismatch

Safety first

No customer impact

Traffic stays in production path while replay runs in isolation and unsafe releases remain paused.