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The revised rules of engineering management with Will Larson

https://newsletter.pragmaticengineer.com/p/the-revised-rules-of-engineering
1•yowmamasita•3m ago•0 comments

Cops Warned to Look for 'Suspicious Behavior' from People Opposing Flock

https://www.404media.co/cops-warned-to-look-for-suspicious-behavior-from-people-opposing-flock-at...
2•cdrnsf•3m ago•0 comments

Garmin Revamps and Opens Up Connect Developer API Program: All the Details

https://www.dcrainmaker.com/2026/10/garmin-connect-api-revamps-connect-developer.html
1•nradov•4m ago•0 comments

Show HN: Shellwing – an open-source SSH client built on libghostty and GPUI

https://github.com/hivepaas/shellwing
1•tiendc•8m ago•0 comments

ANA business class Mexico City↔Tokyo: 46 award dates at 85k Aeroplan points

https://businessclassdata.com/posts/mex-tokyo-ana-aeroplan
1•norsak•8m ago•0 comments

The PHP fix for CVE-2026-109618 and CVE-2026-109619: +11556 lines of code

https://github.com/php/php-src/commit/31c0ea7d7ff1d1fccb6492e52dab544011628065
3•TekMol•9m ago•3 comments

Electronic Arts to Cut 400 Jobs, Shut Down BioWare

https://www.bloomberg.com/news/articles/2026-10-21/electronic-arts-to-cut-400-jobs-shut-down-bioware
12•minimaxir•11m ago•4 comments

Beginning of the Ende (A Deno Fork)

https://blog.webb.page/WM-105
1•porridgeraisin•14m ago•0 comments

Show HN: I created instruments for people who have no idea how to play one

https://jamfetti.boondoggle.studio/
2•DJSnackySnack•16m ago•0 comments

Overview of the german afd email leak

https://erik.gdn/docs/afd-emails/en/
3•zinngr•17m ago•1 comments

Ask HN: ChatGPT Account Deactivations?

1•logicallee•18m ago•1 comments

M5 Stack Cardputer MiniShell

https://github.com/wcheng95/MiniShell
1•austinallegro•19m ago•0 comments

Zordt News on YouTube Now [video]

https://www.youtube.com/@ZordtNews/shorts
1•vchilkuri•21m ago•0 comments

October 2026 Critical Patch Update: Security and Stability Fixes for OpenJFX

https://gluonhq.com/news/2026-10-20-oct-2026-critical-patch-update/
1•ejboy•21m ago•0 comments

The Download: introducing the Impossible issue

https://www.technologyreview.com/2026/10/21/1147573/the-download-introducing-impossible-issue/
1•joozio•21m ago•0 comments

Fake influencers, real money: Inside the AI creator business

https://mashable.com/life/ai-influencers-business-creators-comedians
1•speckx•23m ago•0 comments

King Ghidorah

https://en.wikipedia.org/wiki/King_Ghidorah
2•BruceEel•24m ago•0 comments

The AI Software Crisis: software developers have been promoted into incompetence [video]

https://www.youtube.com/watch?v=rlh0U2aHUA4
1•senfiaj•24m ago•0 comments

TorchNeuron: Native PyTorch Back End for AWS Trainium

https://pytorch.org/blog/introducing-torchneuron-native-pytorch-backend-for-aws-trainium/
1•gmays•25m ago•0 comments

Ask HN: Financial Audit of DuckDuckGo?

3•giantg2•26m ago•0 comments

A new Speculative decoding drafter for vLLM and SGLang called EAGLE-4

https://github.com/eagle-hq/EAGLE-4
1•sgiannopoulos•27m ago•0 comments

Republican lawmaker vows "consequences" for Musk over Ukraine's Starlink access

https://www.cnn.com/2026/10/20/politics/video/elon-musk-ukraine-brian-fitzpatrick-donald-trump-ka...
2•MilnerRoute•27m ago•0 comments

Highlighting Code: Pierre Computer Company

https://pierre.computer/writing/on-highlighting-code
1•bpierre•27m ago•0 comments

Railway down for 8 hours – PHP?

https://status.railway.com/historical
2•mikhael28•29m ago•1 comments

Php2shell-Checker

https://github.com/openai/php2shell-checker
2•matthieu_bl•29m ago•1 comments

I made the fastest EC2 price comparator

https://ec2-prices.designobo.com/
1•crowdyriver•30m ago•2 comments

California woman becomes first to swim 900-mile California coast

https://www.nbcsandiego.com/news/local/california-woman-becomes-first-person-swim-the-entire-900-...
2•stmw•31m ago•0 comments

Racism and Redlining Are Fueling a Flock Camera Backlash

https://theappeal.org/in-virginia-racism-and-redlining-are-fueling-a-flock-camera-backlash/
5•paimapi•32m ago•1 comments

Govt sites in EU and elsewhere go dark as software flaw sparks security scramble

https://www.cnbc.com/2026/10/21/government-websites-go-dark-as-software-flaw-sparks-security-scra...
2•shinryudbz•32m ago•0 comments

Jax4j: NumPy-style tensors and automatic differentiation for Java

https://nablatensor.com/blog/numpy-for-java-jax4j
4•petrpravda•35m ago•1 comments
Open in hackernews

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.