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Show HN: GeniusPlants – AI-Powered Gardening Assistant

https://www.geniusplants.com/
1•eibrahim•1y ago
I built GeniusPlants, an AI-powered gardening assistant that uses LLMs to solve practical gardening challenges. The app provides personalized plant recommendations based on your garden conditions, generates optimal garden layouts, and creates customized care plans.

Technical stack:

- Next.js (App Router) with TypeScript and Tailwind CSS - OpenAI GPT-4o-mini for plant recommendations and care plans - Prisma ORM with PostgreSQL for data management - Zustand for state management - Auth.js for authentication

Instead of maintaining a traditional plant database, I implemented a pure AI approach with structured prompts and response parsing. The system includes a block-based garden space visualization that calculates optimal plant placement and uses a natural language interface for adding plants (e.g., "I want to grow 3 tomatoes, some basil, and carrots").

The app handles interesting problems like:

- Garden space management using a block-based system (1 block = 1 sq ft) - AI-driven plant positioning within garden layouts - Intelligent care plan generation that adapts to automated watering systems - Plant age tracking for growth-stage-appropriate care instructions

I'd love feedback from the HN community, especially on the AI implementations, UX design choices, and handling garden space constraints.

Show HN: SentinelMCP – Stateless policy firewall and token-cost proxy for MCP

https://github.com/asctttt/sentinelmcp
1•asctttt•24s ago•0 comments

Agent skills that teach agent SRE practices from Google's SRE books

https://github.com/paulip114/sre-practice-skills
1•paulip114•51s ago•0 comments

Judge rejects Trump's wild claim EPA can dismiss data center pollution lawsuits

https://arstechnica.com/tech-policy/2026/10/judge-rejects-trumps-wild-claim-epa-can-dismiss-data-...
3•rbanffy•3m ago•0 comments

GVisor forgot to move one queue when it randomized memory, and sandboxes hung

https://www.catchkill9.dev/posts/gvisor-spinning-queue-gap.html
1•lnahum•5m ago•0 comments

The last 24 hours in PHP land, as observed by a monitoring service

https://ohdear.app/news-and-updates/the-last-24-hours-in-php-land-as-observed-by-a-monitoring-ser...
1•Mojah•6m ago•0 comments

Show HN: Lumabri – Run large AI models across your computers and servers.Pure C

https://github.com/JustVugg/lumabri/blob/main/README.md
1•vforno•6m ago•0 comments

Show HN: VLDA-learn compact Deltas as actionable transition interfaces for robot

https://baidu-baige.github.io/LoongForge/projects/vlda.html
1•nullnonenilNULL•7m ago•0 comments

Show HN: A fantasy map of my blog to replace the chronological feed

https://aethermug.com/atlas
1•mrcgnc•7m ago•1 comments

Show HN: Quarantine – Simple error isolation and replay for Python data pipeline

https://github.com/halcyon-past/quarantine
1•halcyon-past•8m ago•1 comments

Show HN: RigCheck – can your GPU or Mac run this open model? Sourced, open data

https://localrigcheck.com/
1•chenzige•10m ago•0 comments

The Rule of 2

https://chromium.googlesource.com/chromium/src/+/master/docs/security/rule-of-2.md
1•gregsadetsky•10m ago•0 comments

Tap water no longer drinkable in Norwegian village:thawing releases heavy metals

https://www.theguardian.com/environment/2026/oct/19/tap-water-no-longer-drinkable-norwegian-town-...
2•bookofjoe•10m ago•0 comments

Breakthrough hepatitis B drug offers 'functional cure' for first time

https://newatlas.com/disease/breakthrough-hepatitis-b-drug-fda/
1•geox•12m ago•0 comments

Ask HN: How do you prevent PII leaks in multi-tenant systems?

1•Securelytixdev•14m ago•1 comments

The space shuttle Discovery, the S in Discovery is upside down

https://www.theautopian.com/a-typography-geek-pointed-out-something-about-the-space-shuttle-disco...
1•mauvehaus•16m ago•0 comments

Musl Libc: integer overflows in regcomp can lead to out-of-bounds heap writes

https://www.openwall.com/lists/oss-security/2026/10/21/18
1•acossta•17m ago•0 comments

Every Time I Hire a Linguist, Inference Costs Go Down

https://arxiv.org/abs/2607.25335
1•surprisetalk•17m ago•0 comments

Show HN: Whybook, tackling the gap between AI notebooks and human understanding

https://whybook.dev/
1•redsquirrel12•18m ago•0 comments

Razer Ava

https://www.razer.com/razer-ava
1•Bishonen88•18m ago•1 comments

'Pure arrogance': anger in Finland as Google illegally fells 250k trees

https://www.theguardian.com/environment/ng-interactive/2026/oct/22/finland-google-felling-trees-d...
1•Symbiote•20m ago•0 comments

Most Americans want to halt all data center construction

https://www.washingtonpost.com/technology/2026/10/21/poll-finds-most-americans-disapprove-how-tru...
4•cdrnsf•23m ago•1 comments

Critical Fortinet Security Release

https://www.fortinet.com/blog/ciso-collective/fortinet-releases-security-hardening-release-for-mu...
2•TechTechTech•26m ago•0 comments

China Moves to Lock Its Own Top AI and Chip Designs Behind Export Controls

https://techpresso.co/blog/china-ai-export-controls-models-chip-designs
1•messpoiun•26m ago•0 comments

ZXC – Lossless Compression Built for Ultra-Fast Decode

https://github.com/hellobertrand/zxc/blob/main/README.md
1•chmike•26m ago•0 comments

Show HN: agent-marketplace

https://www.adyen.com/knowledge-hub/agent-marketplace
3•AlexanderGrooff•29m ago•0 comments

Politico and Telegraph owner pitched deal to buy European arm of TikTok

https://www.ft.com/content/171220b9-8d8e-4d82-a866-f9aaf258e0fb
1•alephnerd•30m ago•0 comments

Unitree Introducing: H2-X Kung Fu Legend Guardian

https://twitter.com/UnitreeRobotics/status/2112819774573179175
1•ksec•32m ago•0 comments

Replacing PyTorch with Julia and Reactant: One Year In

https://csvance.dev/posts/2026-10-22-reactant-end-to-end/
1•csvance•33m ago•1 comments

eMudhra 1FA OTP Login Bypass

https://mastodon.catgirl.cloud/@49016/117475921584308861
5•majorchord•33m ago•0 comments

Why your Gmail open rate is 30-40% too high, and how to check your own numbers

https://pay.trytoolboxpro.com/blog/why-gmail-open-rates-are-inflated
1•hyehugh•34m ago•1 comments