Workflow-Engine: Orchestration Intelligence & Deployment Gates

⚙️ Workflow-Engine: Orchestration Intelligence

Goal: Extend workflow-engine for advanced orchestration, deployment gates, and automation.

Core Features

1. Deployment Orchestration

Temporal/Prefect integration
Agent deployment workflows
Configuration management
Rollback automation
Progressive rollouts

2. Compliance Gates

Integration with compliance-engine:

Pre-deployment validation
Policy approval workflows
Quality gates
Security checks
Compliance sign-off

3. Reinforcement Loop Orchestration

Support Auto-R&D pipeline:

Schedule agent testing
A/B test management
Performance evaluation
Config optimization
Automated rollout

4. Memory Management Jobs

Schedule recurring tasks:

Semantic compaction (weekly)
Embedding pruning
Storage tiering
Backup automation
Health checks

Workflow Types

Deployment Workflow

workflow: agent-deployment
steps:
  - validate_manifest
  - compliance_check
  - provision_resources
  - deploy_agent
  - health_check
  - enable_traffic
gates:
  - compliance_approval
  - performance_threshold
  - security_scan

Evaluation Workflow

workflow: agent-evaluation
steps:
  - execute_tests
  - collect_metrics
  - score_performance
  - compare_baseline
  - generate_report
  - update_registry

Memory Management Workflow

workflow: memory-compaction
schedule: weekly
steps:
  - identify_redundant_embeddings
  - consolidate_vectors
  - tier_cold_data
  - update_indexes
  - verify_integrity

Integration Points

agent-buildkit - Deploy configs
compliance-engine - Gate decisions
agent-brain - Memory jobs
agent-tracer - Monitoring
agent-router - Traffic control

Implementation Tasks

Expected Result

Comprehensive orchestration layer for agent lifecycle management.

Priority

High - Core orchestration

Phase

Multiple phases (1, 2, 3)