Runtime Observability: Traces, Metrics and Evidence for Agent Operations
Plan agent telemetry around request paths, tool decisions, lifecycle transitions and useful outcomes while limiting sensitive content collection.
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An HVB-owned editorial resource and strategic domain asset—not a deployed runtime software product. Runtime control plane is a descriptive architectural framing, not a universal product standard. Vendor features and preview availability are identified in context.
Published articles
Prompt Injection at Runtime: Protect the Action Boundary, Not Just the Prompt
Contain malicious instructions through scoped tools, independent authorization, context handling and evaluation across retrieval, memory and downstream services.
Read article →Agent Kill Switches: Stop Execution Without Overstating What Stopped
Evaluate cancellation, credential revocation, queued work and external effects as separate controls in runtime containment and recovery.
Read article →Runtime Budgets, Retries and Timeouts: Prevent Unbounded Agent Work
Bound execution through task-aware limits, coordinated retries, meaningful cost controls and deliberate handling of partial or uncertain outcomes.
Read article →Runtime Sessions and Memory: Distinguish Context, Compute and Durable State
Design session lifecycles around ownership, ephemeral resources, persistent storage, retention and the exact behavior of stopping or resuming execution.
Read article →Runtime Identity and Credentials: Keep Deployment, Session and Tool Access Separate
Manage agent execution roles, scoped credentials, ownership and revocation without assuming a verified identity authorizes every requested action.
Read article →Human Approval for Agent Actions: Bind Consent to the Exact Change
Implement action previews and bounded approvals without treating a generic confirmation, prior login or model-generated flag as universal authorization.
Read article →Tool Authorization at Runtime: Enforce Permission Where Actions Happen
Design tool execution with actor, resource and parameter checks, independent policy enforcement and clear handling of denied or unsupported operations.
Read article →Agent Sandboxes and Session Isolation: Define the Boundary You Need
Evaluate process, filesystem, memory, network and tool boundaries without assuming every sandbox provides the same isolation or retention behavior.
Read article →Runtime Control vs. Orchestration: What Each Layer Must Own
Separate workflow planning, infrastructure orchestration and execution enforcement to avoid gaps in agent authority, state and recovery.
Read article →What Is a Runtime Control Plane? Execution Governance for Agentic AI
Understand runtime control planes through execution boundaries, permissions, lifecycle controls and evidence, without confusing them with compute orchestration.
Read article →Coming soon
Multi-Tenant Runtime Design: Isolate Sessions, Data and Delegated Authority
Evaluate tenant boundaries across execution, retrieval, memory, tools, credentials and support services rather than relying on session separation alone.
Durable Agent Workflows: Retries, Idempotency and Partial Results
Design recoverable runtime workflows that distinguish authorization, submitted actions and confirmed outcomes before repeating consequential work.
Runtime Releases and Policy Versioning: Change Execution Without Losing Evidence
Manage runtime code, tool schemas, prompts, model providers and policy changes through reproducible evaluation and controlled deployment.
Runtime Platform Evaluation: A Practical Checklist for Production Buyers
Compare agent runtimes through execution isolation, tool authority, lifecycle semantics, observability, recovery and documented operating responsibilities.
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