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Can LLMs give us AGI if they are bad at arithmetic?

https://wesmckinney.com/blog/llms-arithmetic/
1•Terretta•23s ago•0 comments

The 7 Habits of Highly Ineffective Agents

https://tobyhede.com/blog/the-7-habits-of-highly-ineffective-agents/
3•tobyhede•11m ago•1 comments

Home humanoid: Google DeepMind shows Apptronik’s robot doing real-world tasks

https://www.forbes.com/sites/johnkoetsier/2025/12/10/home-humanoid-google-deepmind-shows-apptroni...
1•hhs•12m ago•0 comments

Think Tanker Altered Ukraine War Map Before Big Polymarket Payout

https://responsiblestatecraft.org/isw-polymarket-ukraine-war-map/
2•danso•17m ago•0 comments

Show HN: An ASCII table that doesn't hurt your eyes

https://asciify.dev/
1•dklepenko•17m ago•0 comments

Kids Rarely Read Whole Books Anymore. Even in English Class

https://www.nytimes.com/2025/12/12/us/high-school-english-teachers-assigning-books.html
2•johntfella•17m ago•0 comments

Pope criticizes US bid to 'break apart' US-Europe alliance

https://apnews.com/article/vatican-russia-ukraine-trump-pope-leo-60c898afe3241ff67552f417a06900b0
4•sipofwater•26m ago•2 comments

Discovery of Unstable Singularities (In 3D Navier-Stokes Équations)

https://arxiv.org/abs/2509.14185
1•kelseyfrog•29m ago•0 comments

US Coinage 2026 [Semiquincentennial]

https://www.usmint.gov/coins/coin-programs/semiquincentennial/
2•explosion-s•34m ago•0 comments

Question about stability differences between GoLogin and AdsPower

1•muthiti•34m ago•0 comments

Sourcedocs.ai – I got tired of writing READMEs, so I built an AI to do it

https://www.indiehackers.com/post/sourcedocs-ai-i-got-tired-of-writing-readmes-so-i-built-an-ai-t...
2•sourcedocsai•39m ago•0 comments

Is Jonathan Haidt right about smartphones?

https://www.tes.com/magazine/teaching-learning/general/jonathan-haidt-anxious-generation-right-ab...
1•hn_acker•41m ago•1 comments

'The History of Money’ review: What made the world go round

https://www.wsj.com/arts-culture/books/the-history-of-money-review-what-made-the-world-go-round-f...
1•hhs•42m ago•0 comments

LifeWiki | The Wiki for Conway's Game of Life

https://conwaylife.com/wiki/
1•frozenseven•49m ago•0 comments

The Nintendo Virtual Boy Is Now Available for Preorder

https://www.cnet.com/deals/nintendo-virtual-boy-preorders-now-available/
2•not4uffin•52m ago•0 comments

By the Waters of Babylon (1937) by Stephen Vincent Benét [video]

https://www.youtube.com/watch?v=40C2Ua5FYdU
1•ShrugLife•56m ago•0 comments

Why is manufacturing productivity growth so low?

https://www.nber.org/papers/w34264
2•hhs•56m ago•0 comments

Oils 0.37.0 – Alpine Linux, YSH, and mycpp

https://oils.pub/blog/2025/12/release-0.37.0.html
1•birdculture•57m ago•0 comments

Silicon Valley was consistently 10 years ahead of its time

https://old.reddit.com/r/funny/comments/1pl2ui3/bro_how_was_the_show_silicon_valley_so/
3•doener•58m ago•0 comments

A Webapp to Search Emails as an Unikernel

https://blog.robur.coop/articles/2025-04-12-ptt-search-webapp.html
2•TheWiggles•59m ago•0 comments

OpenAI are quietly adopting skills, now available in ChatGPT and Codex CLI

https://simonwillison.net/2025/Dec/12/openai-skills/
35•simonw•1h ago•9 comments

Brain Crack (2006) [video]

https://www.youtube.com/watch?v=0sHCQWjTrJ8
2•RossBencina•1h ago•0 comments

50 years of proof assistants

https://lawrencecpaulson.github.io//2025/12/05/History_of_Proof_Assistants.html
13•baruchel•1h ago•0 comments

Special Dyslexia Fonts Are Based on Voodoo Pseudoscience

https://daringfireball.net/linked/2025/12/12/dyslexia-fonts-pseudoscience
1•erickhill•1h ago•0 comments

How We Rebuilt Settings in Zed

https://zed.dev/blog/settings-ui
2•erhuve•1h ago•0 comments

US TikTok investors in limbo as deal set to be delayed again

https://www.bbc.com/news/articles/cp34442z25ko
3•1659447091•1h ago•0 comments

Compute in Space: a first principles interactive model

https://astrocompute.dev/
2•kvee•1h ago•0 comments

Industrialized Cybercrime Targets Trust in Public and Private Sectors

https://oilprice.com/Geopolitics/International/Industrialized-Cybercrime-Targets-Trust-in-Public-...
2•PaulHoule•1h ago•0 comments

Turning my reading list into podcasts

https://www.coryd.dev/posts/2025/turning-my-reading-list-into-podcasts
1•cdrnsf•1h ago•0 comments

Why RSS Matters

https://werd.io/why-rss-matters/
2•cdrnsf•1h ago•0 comments
Open in hackernews

Show HN: PharmVault – Secure Notes with Spring Boot and JWT

https://github.com/nifski/PharmVault
3•nifemi1234•1h ago

Comments

nifemi1234•1h ago
Greetings everyone,

I am a junior backend engineer. My main objective in sharing this project is to connect with seasoned experts who can provide quality feedback. I joined this community as I am ready to learn, and I am willing to be corrected.

I just wrapped up PharmVault—an offline-first secure notes app using Spring Boot 3 and JWT.

I’m seeking honest feedback on the codebase and architecture. I want to ensure that my implementations and back-end architecture follow industry standards.

If any feedback on the structure or security could be given, it would be much appreciated.

Video Walkthrough: https://youtu.be/D8ZgmBePmus (You can skip to 1:45 to see the Backend Architecture, API testing, and the database flow).

I look forward to your responses!

rokoss21•1h ago
Nice project! Spring Boot with JWT is a solid foundation for secure notes. One consideration: consider adding rate limiting and account lockout mechanisms to prevent brute force attacks. Also, encryption at rest for stored notes would strengthen security posture.
nifemi1234•1h ago
Thank you for your amazing suggestions @rokoss21

The account lockout mechanism really stood out to me—it's a standard feature in security-first systems that I completely overlooked. I'll definitely look into implementing that to mitigate brute force risks.

Regarding encryption at rest, it is the most important takeaway from your advice. Would you advise I handle encryption at the application level or at the database level? I'd love to hear your thoughts on the trade-offs.