Commitment Boundaries in High-Stakes Domains
Shows how delegation design changes when AI output may affect rights, money, legal duties, education, public records, or institutional accountability.
Topic
agent orchestration
9 articles explore this thread.
Articles in this topic
Capability Contracts for Agent Networks
Refocuses agent networks around replaceable capability contracts rather than human job titles or org-chart theater.
Long-Running Delegations: How Agents Can Work for Hours Without Losing the Plot
Defines checkpoints, self-remediation, interruption quality, budgets, rollback, and stop conditions for long-running AI delegations.
Control Loci, Not Human Managers: An Agent-Native Routing Model
Replaces human-org mimicry with explicit control loci for routing uncertainty in agent-native systems.
The Operator Cockpit Problem: Why More Traces Are Not Enough
Argues that operators need control routing across delegations, not only traces, summaries, dashboards, or activity feeds.
The Delegation Record: A Schema for Consequential AI Work
Defines the delegation record and shows why it is more operational than a transcript, summary, ticket, or pull request alone.
From Conversation to Delegation: Why AI Work Needs a Durable Record
Explains why conversation should remain the interface while delegation becomes the durable work primitive for consequential AI workflows.
AI Delegation Orchestration: A Series on Durable Agent Work
A guide to the seven-part AI Delegation Orchestration series, covering durable agent work from conversation thresholds to high-stakes commitment boundaries.
From Agent Swarms to Agent Control Planes
This article argues that agent orchestration is evolving from hand-written workflows into a governed control-plane layer that routes across models, tools, memory, evaluators, policies, and execution environments.