# AWS AgentCore Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/aws-agentcore
> Markdown URL: https://aitinkerers.org/technologies/aws-agentcore.md
> Technology record last updated: 2026-02-25T12:36:09Z
> Generated: 2026-09-22T18:40:37Z

The enterprise-grade platform for securely building, deploying, and operating AI agents at scale, supporting any framework or foundation model.

AWS AgentCore is the operational backbone for your production-ready AI agents. It delivers a suite of managed services—Runtime, Gateway, Memory, and Identity—to handle the undifferentiated heavy lifting: secure hosting, tool access, and state management. Specifically, AgentCore Runtime provides a serverless, isolated execution environment; AgentCore Gateway transforms existing APIs and Lambda functions into agent-ready tools; and AgentCore Memory offers built-in short-term and long-term context retention. This framework-agnostic approach lets your team use LangGraph or CrewAI while ensuring enterprise-level governance and scalability for your agent fleet.

- Official technology site: https://aws.amazon.com/bedrock/agentcore/
- Public AI Tinkerers demos and talks: 2
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Giving Agents Eyes & Hands](https://tel-aviv.aitinkerers.org/talks/rsvp_SPmhgz5QYTE)

Code review today is blind to intent. It can see diffs, but not whether an implementation actually matches the product spec, design, or real user behavior. This talk introduces Spec Reviewer, an AI code-review agent that gives agents eyes and hands. The agent collects requirements from tickets (Jira, Linear etc) and designs (Figma), maps them into a contract, then spawns AI agents which manipulate isolated browser session to interact with the preview environment and validate each requirement end-to-end. The agent then provides clear feedback, pinned to the exact code paths responsible, with screenshots from the agent’s sandboxes session showing what it observed.

- Event context: AI Tinkerers Tel Aviv: End of Year Demo Party (feat AI21, CopilotKit, MCP-UI, and more!) — 2025-12-23 — Tel Aviv
- Public talk page: https://tel-aviv.aitinkerers.org/talks/rsvp_SPmhgz5QYTE

### [Bring Figma and Jira Context into Every Pull Request](https://nyc.aitinkerers.org/talks/rsvp_QlSzTLbdpSU)

I will be presenting Spec Reviewer, a coding agent built to ensure coding tasks are complete according to product and design requirements. I will show how the agent uses MCP to retrieve context dynamically, build a test plan, execute it in a sandboxed environment and finally interact with developers, PMs and designers in GitHub, IDE, CLI or UI.

- Event context: November Demo Day ft. Google Cloud and CopilotKit — 2025-11-17 — New York City
- Public talk page: https://nyc.aitinkerers.org/talks/rsvp_QlSzTLbdpSU

## Related Technologies

- [LangChain](https://aitinkerers.org/technologies/langchain) ([Markdown](https://aitinkerers.org/technologies/langchain.md)) — 445 public demos
- [Figma](https://aitinkerers.org/technologies/figma) ([Markdown](https://aitinkerers.org/technologies/figma.md)) — 6 public demos
- [GitHub](https://aitinkerers.org/technologies/github) ([Markdown](https://aitinkerers.org/technologies/github.md)) — 74 public demos
- [LangGraph](https://aitinkerers.org/technologies/langgraph) ([Markdown](https://aitinkerers.org/technologies/langgraph.md)) — 67 public demos
- [MCP](https://aitinkerers.org/technologies/mcp) ([Markdown](https://aitinkerers.org/technologies/mcp.md)) — 129 public demos
- [OpenAI Codex](https://aitinkerers.org/technologies/openai-codex) ([Markdown](https://aitinkerers.org/technologies/openai-codex.md)) — 12 public demos
- [Playwright](https://aitinkerers.org/technologies/playwright) ([Markdown](https://aitinkerers.org/technologies/playwright.md)) — 32 public demos