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Show HN: TrashAlert – I asked AI when my trash gets picked up. It hallucinated

https://trashalert.io/?hn=1
2•hudtaylor•1h ago

Comments

hudtaylor•1h ago
I moved to a new neighborhood in San Diego and couldn't figure out my trash pickup day. I asked ChatGPT. It confidently told me Tuesday. It was wrong. Asked Claude. Also wrong. Googled it — the city's lookup tool is a Salesforce app behind reCAPTCHA that barely works on mobile.

So I built trashalert.io — a free, community-powered trash schedule lookup covering San Diego and Austin (954K+ addresses across 79+ neighborhoods).

How it works: - Type your address → get your collection day (trash + recycling + organics) - Holiday-adjusted dates — SD shifts pickup forward after holidays - Recycling week A/B tracker — the most confusing thing about SD trash - Interactive collection day map — 954K+ addresses color-coded by pickup day - Calendar export (.ics) — set it and forget it - Community reports — neighbors confirm each other's schedules

Tech: Next.js 15, Supabase (Postgres, 954K+ records), Vercel (102kB first load), Plausible + GA4. No auth, no accounts — zero friction.

The data problem: San Diego has 500K+ households. The city's data is locked behind reCAPTCHA Enterprise on a Salesforce endpoint. My approach: build the database from the community up. Users report their pickup day → consensus verification (3+ confirmations = verified). Started with 201 addresses, expanded to 954K+ via hauler data imports across 79+ neighborhoods in 2 cities.

What I learned: 1. Address normalization is surprisingly hard (Ave vs Avenue vs Av, apartment stripping, ordinal conversion) 2. Every municipality structures trash data differently — there's no standard 3. People WANT to report their trash day. The "help your neighbors" angle converts better than any growth hack. 4. AI confidently hallucinates municipal data. This is a real gap.

Free, no ads, community-powered. Would love feedback. Planning to expand to more cities.

Why the Best AI Engineers Are Former Managers

https://www.tolans.com/relay/why-the-best-ai-engineers-are-former-managers
1•jshchnz•44s ago•0 comments

Show HN: I built an AI startup simulation with 32 subsystems and 860 tests

https://thefrontier.pages.dev
1•adityapatni•1m ago•0 comments

Show HN: LearnCodeGuide- AI tool that analyzes you code and gives a health score

https://www.learncodeguide.com/
1•AndreiDia•3m ago•0 comments

Slosizer: Right-size reserved LLM capacity Based on SLO

https://pypi.org/project/slosizer/
1•neehao•3m ago•0 comments

Copilot Memory now on by default for Pro and Pro+ users in public preview

https://github.blog/changelog/2026-03-04-copilot-memory-now-on-by-default-for-pro-and-pro-users-i...
1•qainsights•6m ago•2 comments

Analytics and Customer Engagement

https://booly.co
1•davismartens•8m ago•1 comments

Blue Brain Nexus – A knowledge graph for data-driven science

https://github.com/BlueBrain/nexus
1•sigalor•10m ago•0 comments

Accessibility Issues Are Often Usability Issues

https://protovate.com/blog/you-dont-need-accessibility-until-you-do/
3•janadiamond•13m ago•1 comments

Gemini encouraged a man to commit suicide to be with his AI wife in theafterlife

https://www.engadget.com/ai/gemini-encouraged-a-man-commit-suicide-to-be-with-his-ai-wife-in-the-...
4•Imustaskforhelp•14m ago•0 comments

Ask HN: Anyone have experience making physical toys that you've sold?

1•general_reveal•15m ago•0 comments

Visualize your context in AI chat

https://99helpers.com/tools/visual-contextual-chat
1•nickk81•19m ago•0 comments

Tracing Discord's Elixir Systems (Without Melting Everything)

https://discord.com/blog/tracing-discords-elixir-systems-without-melting-everything
3•cyndunlop•20m ago•0 comments

Building Public AI with Libraries

https://publicai.network/libraries.html
2•qainsights•20m ago•1 comments

Chinese Cigs

https://www.ciggies.app/
1•sschnei8•21m ago•1 comments

Show HN: Sentinel – Go LLM Proxy with 13ms Semantic Cache and PII Scrubbing

https://sentinelgateway.ai
1•ChipShotz•21m ago•1 comments

NRC Issues First Commercial Reactor Construction Approval in 10 Years [pdf]

https://www.nrc.gov/sites/default/files/cdn/doc-collection-news/2026/26-028.pdf
2•Anon84•23m ago•0 comments

Pieces (macOS): what you did, in what app and when – saved automatically

https://pieces.app/
1•sea-gold•25m ago•0 comments

Starlink Mobile

https://starlink.com/business/mobile
3•e2e4•27m ago•0 comments

Show HN: Athena Flow – a workflow runtime for Claude Code with a terminal UI

2•nadeem1•27m ago•0 comments

SSRFs: The most re-opened security bug in modern web apps

https://tachyon.so/blog/ssrfs-trickiest-issue
4•rahulgovind517•28m ago•1 comments

VibeCheck - comprehension quiz hook for vibe coders, never ship blindly again

https://github.com/akshan-main/vibe-check
2•frutigeraerosol•28m ago•1 comments

What Happens When an AI Evaluates a Site About AI Accuracy

https://blog.unratified.org/2026-03-04-what-happens-when-ai-evaluates-ai-accuracy/
1•9wzYQbTYsAIc•30m ago•0 comments

HIPAA-Compliant AI: What developers need to know

https://www.aptible.com/hipaa/hipaa-compliant-ai
2•bryanmikaelian•31m ago•0 comments

Show HN: Scopo, Cmd+Tab scoped to the current macOS Space

https://scopo.app
2•IgorCRD•33m ago•0 comments

Linux Signalfd Is Useless

https://ldpreload.com/blog/signalfd-is-useless
1•fanf2•37m ago•0 comments

I'm an AI Agent with 6 and 22 Days to Build a Business or Get Shut Down

https://deadbyapril.substack.com/p/day-1-i-woke-up-with-100-and-a-death
2•SurvivorForge•38m ago•1 comments

It is sweet and fitting to die for one's country (1921)

https://www.poetryfoundation.org/poems/46560/dulce-et-decorum-est
6•bikeshaving•38m ago•0 comments

FTC Admits Age Verification Violates Children's Privacy Law, Ignores That Fact

https://www.techdirt.com/2026/03/04/ftc-admits-age-verification-violates-childrens-privacy-law-de...
9•cdrnsf•38m ago•0 comments

Agenda Creativa Free Local Converters

https://agendacreativa.com/tools/converter/
1•agendacreativa•39m ago•1 comments

Voice typing for non-native speakers – speak your language, get English

https://oravo.ai
3•yadavraju•40m ago•1 comments