Multi-agent workflow for solo development
Three agents over an MCP Memory Server plus adversarial diff review: 13 of 38 and 14 of 32 survived
What was built
I carry a complex system alone, so I built three agents around me: a strategist, a knowledge-base keeper, a developer in the IDE. They talk over an MCP Memory Server. On a second pass I added adversarial review of my own diff: several independent lenses, then two skeptics tearing each finding apart. Two runs, 13 of 38 and 14 of 32 survived. "Confirmed" here means nobody could refute it. There's no outside check.
Stack
ClaudeMCPMCP Memory ServerMulti-agentAdversarial reviewKnowledge graph
Other work
- Single source of truth for infrastructure
- 2FA / SSO for mail on Keycloak + ANGIE
- Enterprise infrastructure from scratch
- Managed corporate access client
- Internal certificate authority with ACME
- Report access gateway on directory groups
- Workplace self-service: software and VDI
- Active Directory hygiene: GPO repair
- Active Directory modernization
- Zabbix + Grafana and automation
- Office-to-DC networking
- Virtualization and vCenter
- Distributed Veeam and DRP
- Infrastructure Q&A agent over MCP
- LLM call analysis and BI/CRM pipeline