AgentCore runtime is accepting workloads

AgentCore turns AI agents into production systems.

A unified control plane for planning, tool execution, memory sync, policy checks, and live observability across every autonomous workflow.

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Tool calls: 12.8k
Median latency: 42ms
Guarded runs: 99.97%

Live Runtime Console orchestrator.us-east-1

online

Router

Planner

Tools

Memory

Guardrails

01 Route intent

02 Plan tasks

03 Execute tools

04 Sync memory

05 Verify policy

20:41:22 agent.router matched workflow: deploy-check

20:41:23 tool.registry authorized 6 tools

20:41:24 memory.sync wrote 18 facts to project graph

20:41:25 guard.policy passed release gate

Router Tool Registry Memory Graph Policy Engine Evaluation Loop Audit Trail

Core modules

Everything an agent needs after the prototype.

Filter the runtime surface by what you need to ship first: planning, execution, memory, controls, or monitoring.

Agent Router

Route every prompt to the right plan, model, tool chain, and runtime policy.

Intent routing · model selection

Task Planner

Break vague requests into ordered work units with dependencies and checkpoints.

Plans · queues · retries

Tool Registry

Expose approved APIs, browsers, shell commands, and internal services safely.

Auth · schemas · sandboxing

Memory Layer

Persist project facts, user preferences, decisions, and execution traces.

Long-term context · recall

Guardrail Engine

Apply policy, approval gates, secret handling, and production risk checks.

Policy · permissions · audit

Eval Monitor

Track agent quality, tool failures, latency, drift, and real user outcomes.

Tracing · dashboards · alerts

How it runs

From request to verified action in one runtime path.

Prompt "Check staging, fix blockers, prepare release notes."

Plan Split into inspect, test, patch, verify, and publish-ready tasks.

Tools Run repo search, browser checks, CI commands, and deployment probes.

Memory Attach project rules, previous fixes, and user-specific constraints.

Ship Return evidence, artifacts, and the next safe release action.

Observability

Watch agents like production services.

AgentCore records traces, tool calls, approvals, memory writes, and evaluation scores so teams can debug behavior instead of guessing.

184active agents

42ms p50 latency

318tool schemas

97quality score

SDK and integrations

Connect AgentCore to your stack without rebuilding your app.

Use the runtime API with existing models, vector stores, workflow engines, browsers, internal APIs, and deployment pipelines.

OpenAI Anthropic Postgres Redis GitHub Playwright Slack Docker

Ready for production agents?

Build on AgentCore.

Start with routing, tools, memory, guardrails, and traces on day one.

Request demo