The delivery / developer role: the spine build loop (epic-planning, spec-stewardship, clarity-gate, BDD, code review), clean layered Python (cosmic-python), repo scaffolding (project-setup), CD/deploy (ci-cd-delivery), and the release lifecycle (meaningfy-release)
5 agents
The operations role: provision and change servers as code (infrastructure-operations), run and deploy stacks (stack-operations), monitor, check daily, answer incidents and back up (service-reliability), and keep access and secrets safe (infrastructure-security); with an interactive devops agent, an unattended watch and an infrastructure reviewer
3 agents
The design / modelling role: system architecture (C4, ArchiMate/UML, ADRs, contracts), the living conceptual model, the shared modelling conventions, and the LinkML craft (LinkML → typed artefacts + OWL/SHACL)
2 agents
The commercial role: proposal and offer writing, and estimation
2 agents
The legal role: draft, revise and align contracts and propose clause changes in your own contract repository (contract-practice), with Tolic the lawyer, a lead who works there with you and never sends, signs or registers without your confirmation
1 agent
The advisory role: semantic-technologies coaching, the Decision Package, and executive communication