AI agent operations

Know what is running.
Know why it is trusted.

BeansHost connects every agent version to its source, specification, artifact, approvals, provider deployment, health results, executions and governance evidence.

Operations without fragmentation

Deployment is one stage, not the whole job.

Before runtime: validate source, specification, artifact, permissions and provider capabilities.

During release: coordinate approvals, retries, deployment state, health checks and traffic activation.

After release: monitor executions, usage, reliability, governance and rollback readiness.

The deployment lifecycle

A traceable path from commit to active runtime.

Every state transition records who or what caused it, when it happened, why it happened and which provider operation it relates to.

01

Register source and purpose

Connect the GitHub repository and record the agent owner, business purpose, tools, data sources and intended environment.

02

Validate beanshost.yaml

Check the portable runtime contract, provider capabilities, secret references, health policy, triggers and governance requirements.

03

Verify the artifact

Accept a checksummed build from GitHub Actions and verify its source commit, scope, permissions, manifest and integrity.

04

Execute the deployment plan

Run an idempotent provider workflow, stream state changes and keep development infrastructure separate from production.

05

Pass health and approval gates

Activate traffic only after configured health checks pass and any required ZonalGuard360 production decision is approved.

06

Operate, promote or roll back

Invoke the healthy version, monitor executions and usage, promote tested releases or restore a previous working version.

Run agents as dependable services

HTTP, schedules, queues, webhooks and workflows.

Runtime dispatch resolves tenant, project, environment, agent and version before every invocation. It applies quotas, limits, timeouts and trace context without containing agent-specific business logic.

TRIGGERS

Start work the right way.

Expose secure APIs, schedule recurring runs, accept signed webhooks or consume asynchronous queue events.

MODELS

Route model calls consistently.

Use provider adapters, fallbacks, budgets, metering, health checks and policy hooks behind one portable contract.

JOBS

Coordinate durable work.

Track retries, long-running workflows, human approvals, dead-letter handling and job status across service boundaries.

Observe and govern

Operational context for every release and execution.

BeansHost captures metadata needed to operate the platform while keeping prompt and response content private by default.

Deployment state

Plans, approvals, provider operations, health checks, desired state, actual runtime state, drift and version comparisons.

Executions and reliability

Execution IDs, status, latency, error category, retries, timeouts, circuit breakers, queue status and dead-letter handling.

Models and usage

Provider routing, fallback, token consumption, estimated cost, budgets, quotas and model policy decisions.

Logs and trace context

Structured logs, correlation IDs, trace IDs, service and environment context, runtime health and exporter interfaces.

Security and access

Tenant boundaries, role decisions, service accounts, API-key use, secret-reference changes and privileged audit events.

Governance evidence

Agent registration, production decisions, evidence, material configuration changes, policy violations, incidents and overrides.

Operate with confidence

Make every agent release
understandable and recoverable.

Open BeansHost