All workflows
Engineering

Agentic Software Delivery

From a reported issue to production, shipped by autonomous agents.

The workflow, end to end

Specialized agents hand off across the lifecycle, with quality loops and a continuous-improvement cycle that keeps the workflow learning over time.

Autonomous pipeline · running
TriggerIssue Reported
AgentRequirements Analyst
  • Analyzes the issue
  • Creates detailed specifications
  • Identifies affected systems
AgentSolution Architect
  • Reviews architecture impact
  • Suggests implementation strategy
AgentTask Orchestrator
  • Breaks work into tasks
  • Assigns Backend, Frontend, DevOps & QA workflows
Parallel AgentsEngineering Agents
BackendFrontendInfrastructure
AgentTest Engineering
  • Generates unit tests
  • Generates integration tests
  • Updates regression suites
AgentQA Validation
  • Executes test plans
  • Reviews edge cases
  • Validates requirements
Parallel AgentsAudit Agents
SecurityPrivacyCost OptimizationComplianceData GovernanceAccessibility
DecisionRework Loop · if required
loops back earlier for rework
PipelineCI/CD Validation
  • Build verification
  • Test execution
  • Security scanning
GateRelease Approval
DeliveryAutomated Deployment
Live OpsProduction Monitoring
  • Tracks health & usage
  • Surfaces anomalies in real time
ContinuousIssue Detection
  • Detects regressions & incidents
  • Auto-files new issues
feeds insights back to the start
Workflow handoff Rework loop Continuous improvement

Outcomes

Issue-to-production cycle time compressed dramatically

Tests, reviews, and six audit gates on every change

Self-healing: production insights become new issues automatically

Other workflows

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