A Platform Engineering team at an unnamed company built a self-service system using Amazon Bedrock to generate Terraform code dynamically, but later removed it, concluding that AI reasoning should not…
A developer has created a Minecraft mod that integrates a serverless AI agent to dynamically determine the number of allies summoned based on the player's combat situation. The mod, called Cloud Sword…
AWS has added native vector search to its DynamoDB NoSQL database, enabling developers to store and query vector embeddings alongside operational data without maintaining a separate vector database. T…
DynoTable, a new keyboard-first DynamoDB GUI desktop client for Mac, Windows, and Linux, launches with real SQL support, an AI agent powered by AWS Bedrock, and staged commits for safe editing. The ap…
A developer built Infrawise, an open-source tool that prevents AWS AccessDeniedException errors by comparing a Lambda function's code dependencies against its IAM role permissions. The tool scans code…
A developer built an AI 'expert advisor agent' that pressure-tested a serverless architecture by surfacing five production-breaking blind spots in five minutes, using a high-density system prompt that…
A developer detailed how Claude Code silently introduced a bug by guessing the event shape for an SQS-triggered Lambda, accessing `event.body` instead of the correct `event.Records[0].body`. The devel…
A developer has launched Slate, a task planner that combines calendar and to-do list features by placing tasks on the day they are planned, with a separate backlog for unscheduled items. The app offer…
A developer built Scoring AI, a real-time voice-enabled sports scoring application using WebSockets and DynamoDB Streams. The system uses DynamoDB for live match state with optimistic locking and Post…
Amazon Connect now enables AI-led customer calls to be warm-transferred to Microsoft Teams experts via Azure Communication Services, preserving full context and audit trails. The solution, detailed by…
A developer built LaunchPad, a tool that drafts native posts for 42 launch channels from a single product brief, using on-device AI via Chrome's Gemini Nano or the user's own API keys. The project fac…
A developer built a fully automated AI blog on AWS using CDK, Bedrock, and Step Functions. The serverless pipeline generates weekly diary entries from AI chat sessions, complete with illustrations and…
A developer built a serverless rental management bot on AWS Bedrock that uses Claude as an AI agent to analyze payments, debts, and trends from natural-language messages. The agent integrates with Dyn…
A developer built Madame Minou, a French cat astrologer app, using Kiro and Amazon Bedrock during a Paris hackathon. The app computes a cat's sun sign deterministically in code, then uses AI to genera…
MailKite launches an Amazon SES alternative for AI agents, providing parsed JSON inbound emails and a receive-think-reply loop without the need for MIME parsing or S3 buckets, while SES requires sandb…
A developer proposes a cost-optimized architecture for multi-tenant SaaS on AWS that demotes Aurora PostgreSQL from the center of every request to a thin control plane, allowing it to sleep when idle.…
A developer built Groundswell, a global daily opinion platform, in 72 hours using Next.js, Aurora DSQL, DynamoDB, and Amazon Bedrock. The project encountered several critical mistakes, including assum…
A developer built Truss, a B2C SaaS for content creators, using a single DynamoDB table to model six entities including users, videos, clips, streams, analytics, and platform tokens. The single-table …
Solace built a two-stage AI triage system that uses Amazon Bedrock (Claude) to produce a provisional Emergency Severity Index (ESI) from a patient's own words, then refines it with a conformal ML ense…
Solace, an AI patient intake and triage app for emergency departments, runs on AWS managed services with human-facing apps on Vercel. The stack includes Lambda (FastAPI on ARM64), DynamoDB, S3, Bedroc…