Failure Composting

Operational waste (failed runs, error logs, rejected outputs, edge-case discoveries) is systematically collected and transmuted into durable system improvements: new rules, updated gates, or refined prompts, with a human signature required before any rule takes effect.

Properties

family: Generative Exploration
maturity: emerging
diagram: evolution
whyMultiAgent: The agent that failed cannot reliably diagnose its own failure mode; a separate analyst examining the failure artifacts from outside the original execution context identifies patterns the failing agent's biases would miss, and a human gatekeeper prevents self-reinforcing rule drift.
mast: [Cat 3]
useCases: [Self-improving CI/CD pipelines that learn from build failures][Prompt and guardrail refinement from production edge cases][Organisational knowledge capture from incident post-mortems]

Failure Composting

Properties

family: Generative Exploration
maturity: emerging
diagram: evolution
whyMultiAgent: The agent that failed cannot reliably diagnose its own failure mode; a separate analyst examining the failure artifacts from outside the original execution context identifies patterns the failing agent's biases would miss, and a human gatekeeper prevents self-reinforcing rule drift.
mast: [Cat 3]
useCases: [Self-improving CI/CD pipelines that learn from build failures][Prompt and guardrail refinement from production edge cases][Organisational knowledge capture from incident post-mortems]