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Show HN: I built a tool to learn from LLMs through Wiki-style rabbit holes

https://periplus.app/
2•tootyskooty•1h ago
I've been building this for a few months now, started because I was frustrated with how I learn using LLMs. You get a wall of text that vanishes into chat history. Wikipedia's the opposite: endless rabbit holes without structure. I wanted something in between.

Periplus generates courses as connected markdown documents, tailored to your level. It asks a few questions upfront, builds a syllabus, and each concept links to related ones. Click a term you don't understand and it opens a new document side-by-side.

Heavy inspiration from Obsidian - the graph view is similar, and there's an Obsidian export if you want to keep your notes locally.

It also generates quizzes and flashcards from any document, which helps with the forgetting problem I always have with passive reading.

Stack: React, Node/Express, Postgres with pgvector, Sonnet 4.5 for generations. Graph uses D3 with a WASM-optimized many-body I made [1].

Still plenty to iron out! Would love feedback on course quality, I've mostly tested technical topics.

[1]: https://www.npmjs.com/package/d3-manybody-wasm

Sheryl Sandberg on why it's a troubling time for women in the workplace now

https://fortune.com/2025/12/12/former-meta-coo-sheryl-sandberg-breaks-down-why-troubling-time-for...
1•binning•7m ago•0 comments

ChatGPT doesn't know how to average pH values

https://chatgpt.com/share/6946f485-29d4-8012-953a-0844e559c9d9
1•OutOfHere•8m ago•1 comments

She just became the first wheelchair user to travel to space

https://www.cnn.com/2025/12/20/science/blue-origin-koenigsmann-benthaus-wheelchair
2•binning•13m ago•0 comments

FOSDEM 2026 – open-source Security Foundation

https://openssf.org/event/fosdem-2026/
1•abdelhousni•13m ago•0 comments

AI will make our children stupid

https://thecritic.co.uk/ai-will-make-our-children-stupid/
9•binning•14m ago•2 comments

Rare look inside the secret Lego Museum

https://www.cbsnews.com/news/lego-secret-museum-denmark-headquarters/
1•mhb•15m ago•0 comments

U.S. Seizes Second Oil Tanker Near Venezuela

https://www.wsj.com/world/americas/u-s-seizes-second-oil-tanker-near-venezuela-386def53
2•JumpCrisscross•17m ago•0 comments

Container Hardening Process Guide (2023) [pdf]

https://dl.dod.cyber.mil/wp-content/uploads/devsecops/pdf/Final_DevSecOps_Enterprise_Container_Ha...
1•mooreds•17m ago•0 comments

NatLangChain: The Blockchain Where Natural Language Is the Ledger

https://github.com/kase1111-hash/NatLangChain
1•Kase1111•18m ago•0 comments

SD-JWT-Based Verifiable Credentials

https://datatracker.ietf.org/doc/draft-ietf-oauth-sd-jwt-vc/
1•mooreds•18m ago•0 comments

Can we make Security Empirical, and why might we want to?

https://www.fightforthehuman.com/empirical-security/
1•mooreds•21m ago•0 comments

AI is revolutionary, but not egalitarian

https://keroshan.substack.com/p/ai-is-not-egalitarian
2•keroshanpillay•22m ago•3 comments

What do people love about Rust?

https://blog.rust-lang.org/2025/12/19/what-do-people-love-about-rust/
2•steveklabnik•23m ago•0 comments

Show HN: SceneSynth – Text → scene graph → AI render, recursively

https://github.com/Lywald/SceneSynth
2•lywald•25m ago•0 comments

Four Ways AI Is Being Used to Strengthen Democracies Worldwide

https://www.schneier.com/blog/archives/2025/11/four-ways-ai-is-being-used-to-strengthen-democraci...
2•throw0101c•26m ago•0 comments

Humble Book Bundle: Hacking

https://www.humblebundle.com/books/hacking-no-starch-books
1•Tomte•26m ago•0 comments

Monster of 2025: Endless Subscriptions

https://www.motherjones.com/politics/2025/12/monster-of-2025-endless-subscriptions/
1•zdw•29m ago•0 comments

Tana – Turns your ideas, meetings and projects into action

https://tana.inc/index
1•punnerud•30m ago•0 comments

Show HN: Got tired of searching for AI news daily so I built my own AI news page

https://dreyx.com/
2•lilsquid•30m ago•0 comments

MCP Is a Fad

https://tombedor.dev/mcp-is-a-fad/
2•jjfoooo4•32m ago•0 comments

Anthropic Preparing New Agentic Tasks Mode for Claude

https://www.testingcatalog.com/anthropic-testing-new-agentic-tasks-mode-for-claude/
1•gmays•33m ago•0 comments

IntelTechniques Search Tools

https://inteltechniques.com/tools/index.html
1•eustoria•34m ago•0 comments

Proton CEO Andy Yen Explains the Withdrawal from Switzerland with the VÜPF

https://www.nzz.ch/technologie/proton-ceo-andy-yen-wer-gesetzgebung-der-polizei-ueberlaesst-sollt...
1•eustoria•35m ago•0 comments

hk - an operating system kernel written in Rust

https://github.com/jgarzik/hk
2•simonpure•37m ago•0 comments

Alternate Timelines Maps from the Internet

https://alternate-timelines.com/thread/276/maps-internet-thread
1•B1FF_PSUVM•37m ago•0 comments

Europe's new carbon tax on imported goods will change global trade

https://theconversation.com/how-europes-new-carbon-tax-on-imported-goods-will-change-global-trade...
3•ksec•39m ago•1 comments

Invisible infrared surveillance technology and those caught in its digital cage

https://apnews.com/photo-essay/chinese-surveillance-silicon-valley-tech-photo-essay-2da6d9ae5c29d...
1•nabla9•39m ago•0 comments

The invisible hand screws up your regression

https://www.economicforces.xyz/p/the-invisible-hand-screws-up-your
1•ksec•39m ago•0 comments

Show HN: Waves – A terminal music player with library browsing and radio mode

https://github.com/llehouerou/waves
2•llehouerou•42m ago•0 comments

Vazen :: Production-grade monorepo starter for full-stack apps on Cloudflare

https://github.com/Hashversion/vazen
1•Hashversion•44m ago•0 comments