Book VIThe Technologyv1.0 · 2026
A technical overview for engineers

Under the Hood

A file-based governance runtime whose closest architectural analog is Kubernetes, not other agent frameworks. Declarative JSON state, bash hooks as admission controllers, namespace-scoped ownership, periodic compaction. No external dependencies. No vector database. No graph engine. Just files, hooks, and rules.

28
Primitives
36
State Files
12
Bash Hooks
3
Novel Mechanisms
VI · I

The Kubernetes
analogy.

The Covenant Framework governs agents the way Kubernetes governs containers: declarative state, event-driven hooks, admission control gates, namespace-scoped ownership, and periodic compaction.

Kubernetes Covenant Framework What it does
etcdJSON registry files36 flat-file state stores on disk. No database. Agent registry, token logs, trust levels, skills, baselines.
Admission controllers12 bash hooksFire on four lifecycle events: PreToolUse, PostToolUse, SessionStart, SubagentStop. Each can WARN, BLOCK, or INFO.
NamespacesDomainsHorizontal grouping by concern. Each domain owns file-path globs, maintains shared memory, and can enforce write boundaries.
Pod specsAgent definitions (.md)Declarative role templates defining mandate, tools, behavioral dispositions, and termination conditions.
ConfigMapsorientation.jsonShared broadcast state readable by every agent. Current mandate, what to protect, known temptations.
Init containersGenesis PhaseSeven-step bootstrap enforced by hook before the agent's first tool call.
Liveness probesHealth score + baselinesPerformance tracked against baselines. 30% drift threshold flags degradation.
GC / compactionConsolidation cycleStop-the-world pause. Distill exit reports, trim domain memory, update freshness, archive stale agents.