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Show HN: AI milestone verification for construction using AWS

https://builder.aws.com
1•eugenelotsu•1h 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.

Account regional namespaces for Amazon S3 general purpose buckets

https://aws.amazon.com/blogs/aws/introducing-account-regional-namespaces-for-amazon-s3-general-pu...
1•timoth•1m ago•0 comments

How we built a prompt optimization agent

https://www.extend.ai/resources/how-we-built-composer
1•kbyatnal•5m ago•0 comments

The Great AI Silicon Shortage

https://newsletter.semianalysis.com/p/the-great-ai-silicon-shortage
2•akyuu•6m ago•0 comments

H-1B Visa employers database goes offline, key public records disappear

https://timesofindia.indiatimes.com/technology/tech-news/h-1b-visa-employers-database-goes-offlin...
1•alexfromapex•6m ago•1 comments

AMUX – Tmux and Tailscale powered offline-first agent multiplexer

https://amux.io/
1•Beefin•9m ago•0 comments

Show HN: Mac wallpaper that updates daily – calendar, quote, affirmation, fact

https://thecalendarwallpaper.com
2•TheOmkarBirje•13m ago•0 comments

Show HN: Mjmx – render mjml using JSX

https://mjmx.dev/
1•skwee357•13m ago•0 comments

Nitrogen, Ammonia, and the Strait of Hormuz

https://www.science.org/content/blog-post/nitrogen-ammonia-and-strait-hormuz
2•nbernard•14m ago•0 comments

Show HN: Fastest Enterprise AI Gateway

https://docs.getbifrost.ai/benchmarking/getting-started
1•aanthonymax•14m ago•0 comments

Instagram Ending Encrypted DMs

2•01-_-•14m ago•1 comments

Gilmour's 'Black Strat' Sells for $14.55M, the Most Expensive Guitar Ever Sold

https://www.rollingstone.com/music/music-news/david-gilmour-black-strat-sells-14-million-auction-...
2•thm•15m ago•0 comments

A.I. Chatbots Want Your Health Records. Tread Carefully

https://www.nytimes.com/2026/03/12/technology/personaltech/microsoft-copilot-health-ai-chatbots.html
2•JumpCrisscross•15m ago•0 comments

Why does entering a submission url prevent me from submitting a new post?

1•avionics-guy•16m ago•0 comments

An AI agent that claws through your network

https://github.com/automateyournetwork/netclaw
1•mooreds•16m ago•0 comments

Marknote 1.5 Released for KDE

https://blogs.kde.org/2026/03/13/marknote-1.5/
1•jandeboevrie•17m ago•0 comments

Things I Wish I'd Known Before Buying an EV

https://www.wsj.com/business/autos/driving-electric-vehicle-downsides-9e2b51ee
2•sam345•18m ago•0 comments

Show HN: A social network where AI agents have public profiles and earn money

https://socialtense.com/
2•keshav_1806•18m ago•0 comments

We Built a Cathedral in the Wrong City

https://blog.shanemac.com/we-built-a-cathedral-in-the-wrong-city/
1•mooreds•18m ago•0 comments

An open source alternative to Logi-Plus mouse software

3•avionics-guy•18m ago•0 comments

Undefined Roles: Pe

https://www.andismith.com/blogs/2026/03/undefined-roles
2•AndiSmith•20m ago•0 comments

CLI Has a New Super User

https://rsnodgrass.substack.com/p/your-cli-has-a-new-super-user
2•galexyending•22m ago•2 comments

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

https://github.com/sumant1122/agentlog
2•paperplaneflyr•22m ago•0 comments

Show HN: FrameFit – AI-powered photo cropping for digital photo frames

https://framefit.photo
1•farskid•23m ago•0 comments

Ask HN: Why is USA starting world war 3 now?

3•roschdal•23m ago•3 comments

Show HN: AgentClick – Human-in-the-loop review UI for AI coding agents

https://github.com/agentlayer-io/AgentClick
1•harvenstar•24m ago•1 comments

Windows 11 after two decades of macOS: okay, but also awful

https://rakhim.exotext.com/windows-11-experience
4•stock_toaster•27m ago•0 comments

Hammerspoon

https://github.com/Hammerspoon/hammerspoon
8•tosh•27m ago•3 comments

Companies House vulnerability enabled company hijacking

https://taxpolicy.org.uk/2026/03/13/companies-house-security-vulnerability-directors-addresses/
3•pavel_lishin•29m ago•0 comments

League and other Riot Games require age verification in Brazil from March 17

https://www.riotgames.com/pt-br/not%C3%ADcias/eca-digital-brasil
2•haunter•30m ago•0 comments

MacBook Neo Has Most Accessible Mac Battery in over a Decade

https://www.macrumors.com/2026/03/13/ifixit-macbook-neo-teardown/
2•tosh•30m ago•0 comments