solo-developer
Team building multi-agent research platform
AWS BedrockStrands Agents SDKAgentCore RuntimeAgentCore MemoryAgentCore GatewayFastAPIServer-Sent Events
“Successfully built and demoed during AWS AI Agent Hackathon; agent generates timelines/assets and remembers context across sessions”
solo-developer
Why they built it
To help entrepreneurs plan/execute Product Hunt launches during AWS hackathon, bridging simple AI demos to production-ready agents
What worked
Strands SDK minimal code for agents; autonomous tool selection; real-time streaming; simple memory hooks persisting context across sessions
What broke or was painful
Ran locally without AgentCore Runtime (no session isolation/security); monolithic tools; manual setup without IaC; initially stateless chats
The result
Successfully built and demoed during AWS AI Agent Hackathon; agent generates timelines/assets and remembers context across sessions