Hamming

Hamming is an automated testing and production monitoring platform purpose-built for voice and chat agents. It helps AI teams ensure agent reliability, compliance, and performance at scale—from pre-launch validation to real-time production observability.

Key Features

• Auto-generated test scenarios from agent prompts—no manual test-case writing
• 50+ built-in metrics (latency, hallucinations, sentiment, compliance) plus custom scorers
• Load testing up to 1,000+ calls per minute for inbound, outbound, and WebRTC
• One-click production call replay to create regression tests from real conversations
• Red-teaming suite for safety and adversarial testing
• CI/CD integration to gate releases on pass rates
• SOC 2 Type II, HIPAA compliant with BAA support for healthcare
• Integrations with Vapi, Retell, ElevenLabs, LiveKit, Pipecat, Hopper, and observability tools like OpenTelemetry and Datadog

Who It’s For

Hamming serves startups, banks, healthtech companies, and enterprises that ship voice or chat agents and need rigorous, scalable QA. It’s used by engineering, QA, and product teams to ship confidently.

Workflow

1. Connect your agent (via API, SIP, or direct integration)
2. Paste your system prompt—Hamming auto-generates hundreds of test scenarios
3. Run thousands of concurrent calls to validate edge cases and load
4. Monitor production with continuous health checks and real-time alerting

Key Benefits

• First test report in under 10 minutes
• Auto-generates hundreds of test scenarios from agent prompts
• 50+ built-in metrics and custom evaluators
• Load testing up to 1,000+ calls per minute