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Show HN: AI milestone verification for construction using AWS

https://builder.aws.com
2•eugenelotsu•5h ago
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.

Show HN: Channel Surfer – Watch YouTube like it’s cable TV

https://channelsurfer.tv
356•kilroy123•2d ago•129 comments

Show HN: Context Gateway – Compress agent context before it hits the LLM

https://github.com/Compresr-ai/Context-Gateway
51•ivzak•4h ago•31 comments

Show HN: Compressor.app – Compress almost any file format

https://compressor.app
2•matylla•1h ago•0 comments

Show HN: Hardened OpenClaw on AWS with Terraform

https://github.com/infrahouse/terraform-aws-openclaw
2•aleks2•1h ago•0 comments

Show HN: What was the world listening to? Music charts, 20 countries (1940–2025)

https://88mph.fm/
97•matteocantiello•3d ago•43 comments

Show HN: Better HN – Realtime Comment Updates and Cleaner Look

https://github.com/xpl/better-hn
4•xpl•1h ago•0 comments

Show HN: A single CLI to manage llama.cpp/vLLM/Ollama models

https://github.com/av/harbor/releases/tag/v0.4.4
2•everlier•1h ago•1 comments

Show HN: Svglib a SVG parser and renderer for Windows

https://github.com/bibhas2/svglib
9•leopoldj•3d ago•1 comments

Show HN: Loop your agents like a dandy little b*tch

https://github.com/geekforbrains/loopsie
5•geekforbrains•2h ago•0 comments

Show HN: ShellSelf – A Developer Portfolio That Feels Like Home

https://www.shellself.com/
6•truetaurus•2h ago•1 comments

Show HN: Anthrology – Time-Traveling Radio

https://anthrology.site/
4•airstrike•2h ago•3 comments

Show HN: Mutate – free inline text replacement for Mac

https://github.com/robert-v/Mutate-public
2•rob3rth•2h ago•1 comments

Show HN: DJX – Convention over Configuration for Django (Rails-Inspired CLI)

3•RedsonNgwira•3h ago•2 comments

Show HN: Tiny macOS app that adds a facecam bubble to screen recordings

https://github.com/backnotprop/CamBubble
5•ramoz•3h ago•0 comments

Show HN: Axe – A 12MB binary that replaces your AI framework

https://github.com/jrswab/axe
206•jrswab•1d ago•118 comments

Show HN: An addendum to the Agile Manifesto for the AI era

https://github.com/brackishman/Agile-Manifesto-AI-Addendum
5•brackishman•2h ago•9 comments

Show HN: Mjmx – render mjml using JSX

https://mjmx.dev/
3•skwee357•4h ago•0 comments

Show HN: AgentLog – a lightweight event bus for AI agents using JSONL logs

https://github.com/sumant1122/agentlog
4•paperplaneflyr•4h ago•0 comments

Show HN: Execute local LLM prompts in remote SSH shell sessions

3•smudgy3746•4h ago•2 comments

Show HN: OneCLI – Vault for AI Agents in Rust

https://github.com/onecli/onecli
155•guyb3•1d ago•49 comments

Show HN: AI milestone verification for construction using AWS

https://builder.aws.com
2•eugenelotsu•5h ago•0 comments

Show HN: Rudel – Claude Code Session Analytics

https://github.com/obsessiondb/rudel
140•keks0r•1d ago•83 comments

Show HN: RepoCrunch – CLI to analyze GitHub repos

https://github.com/kimwwk/repocrunch
2•chillkim•5h ago•2 comments

Show HN: Understudy – Teach a desktop agent by demonstrating a task once

https://github.com/understudy-ai/understudy
111•bayes-song•1d ago•41 comments

Show HN: OpenClaw docs in Japanese, now open source

https://openclawdoc.org
2•mixfox•6h ago•0 comments

Show HN: s@: decentralized social networking over static sites

http://satproto.org/
408•remywang•1d ago•218 comments

Show HN: Mesa – A collaborative canvas IDE built for agent-first development

https://www.getmesa.dev/
15•visekr•7h ago•1 comments

Show HN: OpenClaw-class agents on ESP32 (and the IDE that makes it possible)

https://pycoclaw.com/
27•pycoclaw•1d ago•1 comments

Show HN: Open-source browser for AI agents

https://github.com/theredsix/agent-browser-protocol
151•theredsix•2d ago•52 comments

Show HN: Web-based ANSI art viewer

https://sure.is/ansi/
27•lubujackson•3d ago•7 comments