frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

How to Fix AI "Amnesia": A Visual Vault for Context

https://www.youtube.com/watch?v=jqLXEYoc7pU
1•phannhothinh•10h ago

Comments

phannhothinh•10h ago
Hi everyone,

I’ve been using AI daily, but my biggest frustration is what I call the "Context Gap." Valuable ideas and prompt chains always get lost in the endless scrolling of chat history or scattered across random text files. It feels like we are just "spending" effort instead of "investing" in logic we can actually reuse.

To fix this, I’m building Stratum. Think of it as a Conversation Vault—a visual workspace where prompts aren't just messages, but persistent assets you can connect and build upon.

Link video: https://youtu.be/jqLXEYoc7pU

How it changes the workflow:

Visual Architecture: Instead of a long chat thread, you see your logic as a map (nodes).

Reusable Context: You can save specific data (like your coding style or project docs) as "nodes" and plug them into any new conversation instantly.

Stop Repeating Yourself: Build a complex workflow once, save it in the vault, and trigger it whenever you need it.

I’ve attached a quick video showing how I use it to organize my AI workflows. I’m currently in the development phase and would love to get your honest thoughts:

Does a visual "map" of your thoughts feel more intuitive to you than a standard chat box?

What’s the one feature that would make you move your prompt library into a tool like this?

Thanks for watching and for any advice!

Show HN: Composable, Deterministic Builds from a Single Source of Truth

https://github.com/nucleic-se/struktur/blob/main/docs/INDEX.md
1•nucleic-se•1m ago•0 comments

A simple leaderboard changed player behavior in my puzzle game

1•keini•1m ago•0 comments

Index of /Pub/Firefox/Releases/

https://ftp.mozilla.org/pub/firefox/releases/
1•rolph•2m ago•0 comments

It's not too late to roll back MCP

https://theoryvc.com/blog-posts/its-not-too-late-to-roll-back-mcp
5•bbischof•7m ago•0 comments

Can you identify these articles from the web by their social share images?

https://omgimg.jim-nielsen.com/
1•twapi•7m ago•0 comments

We are in the 'advanced stages' of an AI bubble, says Rockefellers Ruchir Sharma [video]

https://www.youtube.com/watch?v=j02DmOVdlt4
1•thelastgallon•7m ago•0 comments

Geometric Algorithms for Translucency Sorting in Minecraft [pdf]

https://douira.dev/assets/document/douira-master-thesis.pdf
1•HeliumHydride•7m ago•0 comments

Show HN: New backgammon P2P wagering app

https://www.backgammon-cash.com
1•matthakimi•8m ago•1 comments

My First Impression on HP Zbook Ultra G1a: Ryzen AI Max+ 395, Strix Halo 128GB

https://forum.level1techs.com/t/my-first-impression-on-hp-zbook-ultra-g1a-ryzen-ai-max-395-strix-...
2•teleforce•11m ago•1 comments

Blockly based no-code (or code) Machine Learning platform you can click and run

https://github.com/pycanvas/pycanvas-desktop/releases/tag/v0.1.0
2•zxu•13m ago•1 comments

Paying $3 for a Dollar: The Rational Irrationality of Venture Capital

https://docs.google.com/document/d/1S7nazV5nKmYYkzxhmf3G-Ftb3DPAjV5Migokw3u8BsQ/edit?tab=t.0
1•dustingetz•13m ago•0 comments

Valid Polish: Polish is the language of the Digerati

https://validpolish.com/
2•kyyt•15m ago•1 comments

Devastated PC builder orders DDR5 RAM from Amazon receives DDR2 and some weights

https://www.tomshardware.com/pc-components/ddr5/sealed-ddr5-kit-sold-on-amazon-reportedly-contain...
7•teleforce•18m ago•0 comments

Breakthroughs that will redefine AI over the next 18 months [video]

https://www.youtube.com/watch?v=h-z71uspNHw
2•leoxv•26m ago•0 comments

Show HN: I built a tool to score your website's LLM readability

https://websiteaiscore.com
1•aggeeinn•27m ago•1 comments

The Biggest Breakthroughs in Mathematics: 2025 [video]

https://www.youtube.com/watch?v=hRpcWpAeWng
1•pykello•29m ago•0 comments

Fulton surface-to-air recovery system

https://en.wikipedia.org/wiki/Fulton_surface-to-air_recovery_system
2•ColinWright•29m ago•0 comments

Compute Trends Across Three Eras of Machine Learning (2022)

https://arxiv.org/abs/2202.05924
2•measurablefunc•31m ago•0 comments

Tell HN: The Gospel According to forever list

1•bikamonki•35m ago•0 comments

Closure of Greenlandic Wikipedia

https://meta.wikimedia.org/wiki/Proposals_for_closing_projects/Closure_of_Greenlandic_Wikipedia
1•geox•35m ago•0 comments

Habits Beat Motivation

https://dontbreakprod.com/posts/habits-beat-motivation
1•dorkrawk•35m ago•0 comments

Purdue makes 'AI working competency' a graduation requirement

https://www.theregister.com/2025/12/17/purdue_require_ai_working_competency/
2•Bender•38m ago•0 comments

Jassy taps 27-year Amazon veteran to run AGI org which is now definitely a thing

https://www.theregister.com/2025/12/17/jassy_taps_peter_desantis_to_run_agi/
2•Bender•38m ago•0 comments

Thunderbird Expanding Microsoft Exchange and Protocol Support for 2026

https://www.phoronix.com/news/Thunderbird-2026-Plans
2•Bender•39m ago•0 comments

Ask HN: How do you market a small project?

1•thebigship•39m ago•2 comments

Great Ideas in Theoretical Computer Science

https://www.cs251.com/
5•sebg•41m ago•0 comments

AI in the United Arab Emirates

https://interconnect.substack.com/p/ai-in-the-united-arab-emirates
1•ceohockey60•42m ago•0 comments

TikTok signs agreement to create new U.S. joint venture

https://www.cnbc.com/2025/12/18/tik-tok-us-sale-china.html
4•mfiguiere•42m ago•0 comments

GrapheneOS blocks WhatsApp 0-day 0-click RCE exploit

https://twitter.com/MetroplexGOS/status/1982163802188575178
5•akyuu•43m ago•1 comments

Evidence shows deadly Brown, MIT shootings may be linked, sources say

https://www.foxnews.com/us/evidence-shows-deadly-brown-mit-shootings-may-linked-sources-say-report
3•perihelions•45m ago•0 comments