Case Study
Agentic Systems Engineering
Built a production multi-agent system with explicit roles, permissions, and chains of command across specialized agents.
System Design
- Coordinated 5+ specialized agents with deterministic handoffs and policy-aware routing.
- Implemented prompt-engineered workflows with structured output parsing and verification loops.
- Added retry logic, confidence thresholds, and mandatory approval gates for high-risk actions.
Security Controls
- Credential isolation and tool-use restrictions to limit blast radius.
- Prompt injection detection and output sanitization on external context ingestion.
- Code scanning and policy checks before execution pathways.
Orchestration Outcomes
Designed cross-agent communication, session orchestration, and webhook-driven state machines that supported commercial intelligence delivery while maintaining auditable control boundaries.
Core tooling included Claude Code, OpenClaw, and structured agentic workflow design patterns.