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A sanity layer that can make SLMs useful (sSanityLayer)

1•kavyamali•1m ago•0 comments

The Future of Fixing Technology (By Denver Gingerich at Fossy 2025) [video]

https://www.youtube.com/watch?v=YiKAlrGM06c
1•pabs3•2m ago•0 comments

The universe may be lopsided

https://theconversation.com/the-universe-may-be-lopsided-new-research-265256
1•aburan28•3m ago•0 comments

Python Applied Mathematics Labs

https://labs.acme.byu.edu/Pages/intro.html
3•vvin•8m ago•0 comments

No Longer Evil – new life for dead/outdated Nest Generation 1 and 2 thermostats

https://nolongerevil.com/
1•pabs3•9m ago•0 comments

Login Issues Impacting Fortnite, Rocket League, Fall Guys

https://status.epicgames.com
2•ryanhn•10m ago•1 comments

Microsoft denies rewriting Windows 11 in Rust using AI

https://www.windowslatest.com/2025/12/24/microsoft-denies-rewriting-windows-11-using-ai-after-an-...
1•zdw•15m ago•0 comments

We Saved Reboot [video]

https://www.youtube.com/watch?v=L00jx-GH2w8
1•jonny_eh•15m ago•0 comments

Understanding AI Benchmarks

https://blog.sshh.io/p/understanding-ai-benchmarks
1•gmays•16m ago•0 comments

.NET R&D Digest (December 2025)

https://olegkarasik.wordpress.com/2025/12/24/net-rd-digest-december-2025/
1•azhenley•17m ago•0 comments

Instacart ends AI pricing tests that increased costs for some shoppers

https://www.cnbc.com/2025/12/22/instacart-ai-pricing-tests-increased-costs.html
1•walterbell•25m ago•0 comments

Supporting Hoperf CMT2300A on Linux

https://rfcorner.in/posts/supporting-cmt2300a-on-linux/
1•logicziller•34m ago•0 comments

The most damaging taboo about sexual violence

https://write.as/3k6gb4heu8whz
2•rendx•42m ago•1 comments

Show HN: RetroMol – Turn protein structures into pixel art

https://retromol.vercel.app
1•ss-13•46m ago•0 comments

Two ancient humans, including famed 'Iceman,' had cancer-causing virus

https://www.science.org/content/article/two-ancient-humans-including-famed-iceman-had-cancer-caus...
1•rolph•47m ago•0 comments

Facebook deploys the Steam Deck's Linux scheduler across its data centers

https://www.tomshardware.com/software/linux/facebook-deploys-the-steam-decks-linux-scheduler-acro...
1•methuselah_in•49m ago•0 comments

Learn LaTeX in 30 Minutes

https://www.overleaf.com/learn/latex/Learn_LaTeX_in_30_minutes
3•tzury•51m ago•0 comments

Project Dropstone: A Neuro-Symbolic Runtime for Long-Horizon Engineering [pdf]

https://archive.blankline.org/api/media/file/d3_engine_public_release%20(1)-1.pdf
2•epicprogrammer•54m ago•0 comments

Show HN: Collaborative Cloud-Based IDE for Lean 4

https://prove.reaslab.io/weblog/show-hn
1•alissa-tung•55m ago•0 comments

The Dangerous Feature in Tesla's Doors [video]

https://www.youtube.com/watch?v=-vUnckrH5jE
1•xqcgrek2•56m ago•0 comments

Show HN: A living system of software that grows over time

https://XCTBL.com
1•promptfluid•1h ago•2 comments

Headed to Auction: 1971 Chevy Dream Truck Packs a 10.4L V8 Under the Hood

https://www.thedrive.com/news/1971-chevy-dream-truck-packs-a-10-4l-v8-under-the-hood-and-its-head...
2•PaulHoule•1h ago•0 comments

Secure Messaging and AI Don't Mix

https://www.aclu.org/news/privacy-technology/secure-messaging-and-ai-dont-mix
4•pabs3•1h ago•1 comments

Show HN: Slurmq – GPU quota enforcement for Slurm

https://dedalus-labs.github.io/slurmq/
1•windsor•1h ago•0 comments

Will Japan's 'Fire Horse' curse strike again in 2026?

https://www.japantimes.co.jp/life/2025/12/20/lifestyle/fire-horse-baby-superstition-2026ha-fire-h...
1•anigbrowl•1h ago•0 comments

Rote Hilfe Berlin on repression by Trump and two German banks

https://digit.site36.net/2025/12/23/times-are-getting-tougher-rote-hilfe-berlin-on-account-termin...
3•pabs3•1h ago•0 comments

Pmhnp Hiring – Job board for psychiatric nurse practitioners

https://pmhnphiring.com
1•sathish_daggula•1h ago•1 comments

The Boss Who Gave His Employees a $240M Gift

https://www.wsj.com/business/fibrebond-eaton-bonus-walker-30844d62
2•mudil•1h ago•1 comments

Samsung Developing 'Wide Fold' with iPhone Fold-Like Design

https://www.macrumors.com/2025/12/23/samsung-wide-fold-device/
2•mgh2•1h ago•0 comments

Apple CEO Tim Cook Buys $3M of Nike Shares

https://www.macrumors.com/2025/12/24/tim-cook-buys-nike-shares/
3•mgh2•1h ago•0 comments
Open in hackernews

Show HN: Superexpert.ai – Open-source, no-code platform for multi-task AI agents

https://superexpert.ai/
3•StephenWalther•7mo ago
Hi HN — I built Superexpert.AI, an open‑source platform that lets you spin up multi‑task AI agents in minutes without writing any code (and lets you extend everything later).

What it does

- Plug‑and‑play agents – Create agents from a web form. Each agent can contain multiple tasks, and each task can run a different AI model, use its own tools, and follow custom instructions.

- First‑class extensibility – Register a TypeScript function with registerServerTool, registerClientTool, or registerContextTool to add new functionality. If you want to share it, publish it as an NPM package and Superexpert.AI will auto‑detect it when installed.

- Built‑in RAG – Upload docs via the UI, or use a CLI that chunks 100 MB files, auto‑resumes after network errors, auto-resumes after network errors (e.g. uploading a 500-page PDF manual) and pipes the data into your agent.

- Launch a full chat app in minutes – Everything is MIT‑licensed NextJS + TypeScript + Tailwind + Postgres. Deploy like any other NextJS project.

Links

- Walkthrough (no sign‑up): https://app.arcade.software/share/yGqgrj65xp6y4mkDbNnT

- Live demo (email sign‑up): https://demo.superexpert.ai/

- GitHub repo: https://github.com/Superexpert/superexpert-ai

- Quick‑start guide: https://superexpert.ai/docs/quick-start/

- Full docs & tutorials: https://superexpert.ai/

Why I built it

I kept hand‑coding LangGraph‑style workflows for clients and wanted a web‑first, stack‑agnostic way to launch agents fast and stay fully modifiable. Superexpert.AI lets you extend or swap every layer — from models to tools to UI themes — with TypeScript.

Looking for feedback

1. Agent use‑cases you still have to hand‑code today.

2. Gaps in the RAG flow or model tooling that block production use.

Discord for deeper chat: https://discord.gg/wsrc3enWN3

–– Stephen

Comments

StephenWalther•7mo ago
Hi all, I’m Stephen (creator). GitHub repo is here → https://github.com/Superexpert/superexpert-ai, and a no-signup walkthrough is here → https://app.arcade.software/share/yGqgrj65xp6y4mkDbNnT. Happy to answer anything about the architecture or use-cases!