Friday, March 13, 2026

Show HN: AI milestone verification for construction using AWS https://ift.tt/fU1J8k3

Show HN: AI milestone verification for construction using AWS Hi HN, I built Build4Me to address a trust problem in diaspora-funded construction projects. Many families send money home to build houses but have no reliable way to verify that work is actually being done. Photos can be reused, progress exaggerated, or projects abandoned after funds are sent. Build4Me introduces milestone-based funding where each construction milestone must be verified before funds are released. The system verifies progress using: - geotagged photo capture - GPS location verification - AI image analysis - duplicate image detection It runs on serverless AWS architecture using services like Rekognition, Bedrock, Lambda, DynamoDB, and Amazon Location Service. Would love feedback on the architecture and fraud detection approach. https://builder.aws.com March 13, 2026 at 10:54PM

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Show HN: Clippy – screen-aware voice AI in the browser https://ift.tt/hgfDSYx

Show HN: Clippy – screen-aware voice AI in the browser A friend and I built a browser prototype that answers questions about whatever’s on y...