From concept to production AI platform in 12 weeks.

Seddle (no-code AI agent builder) launched using Amazon Nova on Bedrock. Dustin Ellis, ex-AWS architect, led a 3-person team to build a multi-tenant platform with:
• Sub-1-second response times
• Model router with intelligent failover (Nova Pro → Nova Lite → Claude)
• Multi-tenant RAG with OpenSearch
• 100% Terraform infrastructure

How they did it:
1. Spec-driven design with Kiro (AI IDE) — replaced 4-6 months of dev with 8 weeks
2. Serverless-first: Lambda + DynamoDB single-table + S3 + Cognito
3. Amazon Bedrock Guardrails for safety (PII redaction, jailbreak prevention)
4. Model router: automatic failover when throttled, ensuring 99.9%+ availability
5. Built in public: 5 engineering blog posts, 20K+ impressions, AWS reshares

Key metric: 50x cost savings vs. premium models (Nova's performance-to-cost ratio).

Why it matters: Founders can now ship AI products faster by choosing managed services over building from scratch. Seddle proves serverless + multi-model strategy scales from 0 to 10K+ users without rewriting infrastructure.

Brewed by Startup Beaker.

#AI #Founders #AWSNova