DEVELOPERS

Build managed AI agents.

Configure, test, deploy, and monitor agents for customer support from the API, CLI, or dashboard — as versioned, auditable releases.

REST API, CLI, and dashboard
Versioned, auditable releases
Real-time log streaming
Read the docs
Applied CLI
Deploying
Auth
device login
Agent
support-agent
Revision
v42 preview
Mode
managed
$applied login
$

From first prompt to production agent.

Every agent lifecycle — configure, test, deploy, and monitor — managed through the same versioned release system.

01

Configure

Define prompts, guardrails, approved responses, and content in one managed agent lifecycle.

  • Prompts, policies, and guardrails versioned together
  • Content from help centers, PDFs, and URLs
  • Actions connected to your systems
02

Test

Run simulation suites against your agent before any change reaches live traffic.

  • Multi-turn conversation simulations
  • Coverage by intent, topic, and policy
  • Regression tests after every change
03

Deploy

Publish versioned releases — CLI, API, or dashboard — with dry-run validation first.

  • applied agents deploy from the CLI
  • REST API for programmatic releases
  • Dry-run validates before production traffic
04

Monitor

Stream request logs, audit policy decisions, and track KPIs from one operating surface.

  • Live tail of conversations, actions, and events
  • Policy review queue for blocked actions
  • Volume, latency, and KPI dashboards
Read the full developer guide

Everything you need to build production-grade agents.

REVISIONS

Build and deploy agents as managed releases.

Define prompts, guardrails, approved responses, content sources, and live revisions in one agent lifecycle.

  • Versioned revisions. Every prompt, policy, and content change becomes an auditable release.
  • Branching workflows. Teams can merge prompt, policy, and content branches independently.
  • Dry-run validation. Test every release against your simulation suite before deploying.
  • Live variants. Run A/B experiments on competing revisions with real traffic.
Agent revisions
v42 live
support-agent

Every prompt, policy, content, and deploy change becomes an auditable agent revision.

live
Production
prod branch
Live revisions
Variant A + B
Contributors
5 merged changes
a13c9f2prodv39
Baseline support-agent
Priya initialized actions and responses
f82db14promptready
Prompt tuning
Maya added exchange examples
d4a71cepolicyreviewed
Policy guardrail
Alex routed warranty exceptions
0e9b5aacontentindexed
Content sync
Jordan indexed product catalog
7c31e6dprodVariant A live
Merge Variant A
Soham merged prompt + content
41aa9c0prodVariant B live
Merge Variant B
Nina merged policy branch
OBSERVABILITY

Log and govern every agent action.

Stream request logs, events, actions, policy decisions, and audit context so teams can debug production behavior without losing traceability.

  • Live tail. Stream conversations, messages, events, and action results in real time.
  • Policy audit. Every guardrail decision is logged with context and rationale.
  • Structured events. POST /v1/events from your systems to trigger agent workflows.
  • Conversation spans. Inspect the full trace for any resolved or escalated conversation.
Agent logs
Live tail
Today
Tail every request, event, action, and policy decision.
streaming
14:44:20.554reviewPOST/v1/agents/support/revisions
14:44:21.103200 OKGET/v1/content/search
14:44:22.447204 OKPOST/v1/events
14:44:24.009blockedPOST/v1/actions/refund
14:44:25.612200 OKGET/v1/conversation_spans
14:44:27.018202 queuedPOST/v1/simulations
14:44:18.221200 OKPOST/v1/conversations
14:44:19.006202 queuedPOST/v1/messages
14:44:19.884200 OKPOST/v1/messages
14:44:20.118202 queuedPOST/v1/flow_runs
ANALYTICS

Monitor launches with developer analytics.

Track request volume, event delivery, policy reviews, latency, simulations, spans, experiments, and flow runs from one operating surface.

  • Request metrics. Volume, latency, and error rates for every API surface.
  • Simulation tracking. Monitor test run coverage and regression results over time.
  • KPI dashboards. Confidence, automation rate, and CSAT indexed to each revision.
Agent analytics
Live
Agent requests
2,114
May 784 requestsMay 8112 requestsMay 9148 requestsMay 10176 requestsMay 11458 requestsMay 12632 requestsMay 13504 requests
Event deliveries
1,064
May 764 deliveriesMay 876 deliveriesMay 996 deliveriesMay 10128 deliveriesMay 11184 deliveriesMay 12248 deliveriesMay 13268 deliveries
Policy reviews
55
May 72 reviewsMay 83 reviewsMay 94 reviewsMay 106 reviewsMay 1110 reviewsMay 1214 reviewsMay 1316 reviews
Destination latency
20 ms

Start building your first agent.

Read the docs, browse the API reference, or book a demo to see the full developer surface.