# pattern.yaml
name: content-moderation
version: 1.0.0
agents:
capabilities: [moderation]
min: 3
execution:
strategy: parallel
aggregation:
strategy: voting
method: majority
validation:
minConfidence: 0.8
output:
verdict: $vote.result
confidence: $vote.confidence
# Run and get a confidence-scored result
parallax run pattern.yaml --input '{ "content": "..." }'
Orchestrate reliable multi-agent systems with measurable confidence.
Compose consensus, voting, merge, and quality-gate flows with simple YAML or the visual builder.
Aggregate multiple agents into a single result with traceable decisions and confidence scores.
Quantify uncertainty and enforce thresholds before results move downstream.
Spawn, monitor, and shut down CLI agents locally, in Docker, or in Kubernetes.
Trace executions end-to-end with logs, metrics, and audit-ready event history.
Scale to HA clusters with persistence, scheduling, and enterprise security.
Turn brittle agent calls into resilient systems.
Cross-check multiple models, vote, and block low-confidence results.
Parallelize specialized agents and merge findings into a single report.
Combine multiple interpretations and validate against a confidence threshold.
Route tasks through quality gates before they reach production.
Install the SDK, run your first pattern, and scale as you grow.