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LLM Agents Can Easily Tamper with Their Own Traces

https://arxiv.org/abs/2609.30266
1•Kaedon•2m ago•0 comments

Things we've learned about building AI products

https://newsletter.posthog.com/p/38-things-weve-learned-about-building
1•swolpers•3m ago•0 comments

Character.ai files for bankruptcy, agrees to sell some assets to Disney for $20M

https://www.reuters.com/legal/litigation/characterai-files-bankruptcy-agrees-sell-some-assets-dis...
1•ilreb•4m ago•0 comments

Grace Hopper Celebration Cancelled

https://ghc.anitab.org
1•uma_ch•4m ago•0 comments

They War-Gamed Dimming the Sun. It Went Worse Than You Think

https://www.wired.com/story/they-war-gamed-dimming-the-sun-it-went-even-worse-than-you-think/
1•Teever•4m ago•0 comments

Yaks: A tiny, fast discovery tree for software teams

https://github.com/mattwynne/yaks
1•mattwynne•7m ago•1 comments

To Classify, Try a Trie Tree

https://fsdatalab.github.io/blog/ai-classification/
2•matt_d•10m ago•0 comments

Hydropneumatic Suspension

https://en.wikipedia.org/wiki/Hydropneumatic_suspension
1•Svip•11m ago•0 comments

Software engineers don't get to be Luddites about AI

https://www.seangoedecke.com/software-engineers-dont-get-to-be-luddites-about-ai/
3•vismit2000•13m ago•0 comments

Show HN: A 3D sky city where my Claude Code agents work and take coffee breaks

https://github.com/ishraq21/skyborne
1•Ishraq21•14m ago•0 comments

Don't Feed the AI

https://github.com/zeroc00I/DontFeedTheAI
1•car•16m ago•1 comments

Show HN: GPT-3.5 answered, GPT-4 voided; I built an EOS gate for AGI

https://getswiftapi.com
1•rayanpal_•17m ago•0 comments

Intel Accelerates Open Infrastructure for the Agentic AI Era

https://www.intel.com/content/www/us/en/newsroom/news/artificial-intelligence/intel-accelerates-o...
1•boyter•24m ago•0 comments

Measure a Workflow, Not a System

https://rlafuente.com/posts/2026-10-11-agent-evals-2-measure-a-workflow.html
2•andes314•24m ago•0 comments

Show HN: Open Health Sync – Self-hosted API for wearable and health data

https://github.com/soma-intelligence/open-health-sync
1•quentincaron0•28m ago•0 comments

Why agents lose the plot on large or legacy codebases

https://loopsfinity.com/blog-context-rot-large-codebases
2•shymaple•28m ago•0 comments

FBI arrests Canadian cybersecurity expert in ShinyHunters hacking case

https://www.cbc.ca/news/canada/canadian-cybersecurity-expert-arrested-fbi-shinyhunters-9.7378256
2•empressplay•28m ago•0 comments

Costa Vayenas, Insights from "The Swiss Franc 1798 – 2055" [video]

https://www.youtube.com/watch?v=5-KdMBQkUic
2•johntfella•30m ago•0 comments

Fork-and-Flush: Escaping Idea Basins in Autoresearch Agents

https://arxiv.org/abs/2610.07447
2•matt_d•33m ago•0 comments

Stateless Language Agents: Scaling Long-Horizon Automated Research

https://arxiv.org/abs/2610.07625
2•matt_d•38m ago•0 comments

When should an agent own the control flow?

https://www.calm.rocks/blog/pipeline-vs-agent/
1•calmrocks•40m ago•1 comments

Trader Nets $1.28M on Papertrade as 1,000x Leverage Raises Risk Questions

https://coinmarketcap.com/community/post/380070089/
1•joeymabia1•40m ago•0 comments

PhoneBot: A Low-Cost Open Humanoid Robot Platform Reusing Smartphones

https://arxiv.org/abs/2610.08737
1•geox•40m ago•0 comments

Eliminating a gut microbe could slash gastric cancers (2024)

https://www.science.org/content/article/eliminating-gut-microbe-could-slash-gastric-cancers
1•rzk•41m ago•0 comments

J Spalletta Convicted for Defrauding Crypto Exchange of $50M in Hacks

https://www.justice.gov/usao-sdny/pr/jonathan-spalletta-convicted-defrauding-crypto-exchange-over...
2•Gaishan•42m ago•1 comments

AI Mentions Checker: Track Your Brand Visibility in AI Search

1•Scarlett5•45m ago•0 comments

NFL Big Data Bowl 2027

https://www.kaggle.com/c/nfl-big-data-bowl-2027
1•duck•46m ago•0 comments

Harpie – A local SSH key manager for Windows

https://github.com/HarpieDev/SSHKeyManager
1•Harpie•48m ago•0 comments

Why the Nobel Prize in Economics Went to Robert Hall and Michael Woodford

https://finshots.in/archive/why-the-nobel-prize-in-economics-went-to-robert-hall-and-michael-wood...
1•vismit2000•52m ago•0 comments

Show HN: Search for AI agents with usefulness score built in

https://github.com/Ayobamiu/usefulness-search
2•Ayobamiu•55m ago•0 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.