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Ask HN: What are you working on? (January 2026)

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371–380 of 914 posts

Re: Ask HN: What are you working on? (January 2026)

#371
I am working on Entangle https://entangle.cloud a way to add AI powered chatbot to a website.

I looking mainly for European market that is willing to self host your content or the model on your own servers, we will provide the technical support in doing so that and easily plugin the AI powered search or chatbot to the website.

But it is also possible to use servers provided by us to host the content and the LLM models.

Re: Ask HN: What are you working on? (January 2026)

#372
meta-analysis, make Claude write a blog post, connecting and deriving set of concepts across a range of books, articles, papers, etc. Basically a syntopic reading machine. Its a meaty side project (and expensive), but I am curious how close I can push this. My current approach relies on a tool that I have built recently [0], it's an agentic memory but I am using a new memory model that is based on Zettelkasten principles.

What is really cool about it is that it natively capture connections between atomic ideas and evolve them. Which I believe it gets me one step closer to syntopic reading machine.

0: https://github.com/DiaaAj/a-mem-mcp

Re: Ask HN: What are you working on? (January 2026)

#374
I’m working on a free and open-source invoice generator: https://easyinvoicepdf.com/?template=stripe

Features:

- No Sign-Up Required + Instant PDF download

- Live PDF Preview

- Shareable Links

- Multiple Templates (incl. Stripe-style)

- Flexible Tax Support (VAT, GST, Sales Tax, and custom tax formats with automatic calculations)

- Multi-Language (Support for 10+ languages and all major currencies)

- Mobile-Friendly

GitHub: https://github.com/VladSez/easy-invoice-pdf

On holidays finished adding flexible tax support + other improvements: https://github.com/VladSez/easy-invoice-pdf/pull/163

Would love feedback, contributions, or ideas for other templates/features =)

Re: Ask HN: What are you working on? (January 2026)

#375
Hello everyone, I'm new to this community. I was advised that this would be the ultimate place to have my Github repository audited?

I've live deployed an AI-constrained governance system on Ethereum mainnet - and I was hoping to share this with the community.

If this is NOT the right place.. please let me know if there is a better alternative in sharing my full repository.

https://github.com/thetaicore/tai-constitutional-architectur...

Re: Ask HN: What are you working on? (January 2026)

#376

I’m working on Security Level 5 (SL5), which is basically “nation state grade security” for frontier AI systems. The core idea is that if a model’s weights or training artifacts could enable catastrophic harm, you should treat them like top-tier secrets and secure them accordingly. One piece I helped with is SenL, a “sensitivity level” framework for AI labs. It’s like a practical clearance system for AI assets. Not e…

> The core idea is that if a model’s weights or training artifacts could enable catastrophic harm, you should treat them like top-tier secrets and secure them accordingly. My read here is that you're implying that if an attacker has access to, for example, weight data, they can invariably find a way to exploit it. If that's a correct assumption, I think you're playing an unwinnable game, since attackers always have i…

Thanks for the insight!

I think this is exactly why some of the work is moving away from “assume unrestricted API inference forever.”

For example, we’re prototyping ideas like air-gapped or very low-bandwidth inference gateways, where interaction happens over narrow channels (serial, optical, audio, etc.), with explicit threat models and monitoring. The point isn’t that this’s practical for today’s models, but to reason about what inference might look like for AGI/ASI-level systems where the risk profile is fundamentally different.

Others are thinking along similar lines too. For example, this SPAR project on constrained and minimal inference pathways: https://sparai.org/projects/sp26/rec7NyTst8Upfp83l

Re: Ask HN: What are you working on? (January 2026)

#377

I'm working on https://fullremote.it , which started as a side project and is now turning into a real business. It's an "italian-oriented" curated remote-jobs and remote-work community, currently ~10k subscribers across newsletter and Telegram. What began as "let's share good remote roles" is evolving into paid job postings, sponsorships, and coaching for companies and devs. Do you know you can hire remotely in Italy…

It's not letting me subscribe

any adblock/privacy extension installed? it happens sometimes.

Re: Ask HN: What are you working on? (January 2026)

#378
Was really impressed with Claude ability to port models from cuda PyTorch to MLX, so that’s what I have been doing last three weeks; basically I have Mac to test ported models and Gradient vm with PyTorch and Nvidia gpu, Claude can run code in vm, investigate layers and deep analyze the model mechanics and then reimplement them on local Mac with MLX. So far completed port of various models mainly in audio domain, achieving pretty substantial speeds for inference on my machine. Models ported with numerical parity to originals: facebooks omnillingual ASR, Sam-audio, Nvidia sortformer. Planning on releasing this in repo soon.

Re: Ask HN: What are you working on? (January 2026)

#379

Was really impressed with Claude ability to port models from cuda PyTorch to MLX, so that’s what I have been doing last three weeks; basically I have Mac to test ported models and Gradient vm with PyTorch and Nvidia gpu, Claude can run code in vm, investigate layers and deep analyze the model mechanics and then reimplement them on local Mac with MLX. So far completed port of various models mainly in audio domain, ach…

I’ve been doing some similar experiments, would love to see the repo once it’s ready.

Re: Ask HN: What are you working on? (January 2026)

#380

I built the running app I always wanted: https://runcoach.fly.dev You get tailored running schedules and also some body weight strength workouts and healthy meals all in one!

Error Invalid input: 1 validation error for PlanRequest current_km Input should be greater than 0 [type=greater_than, input_value=0.0, input_type=float] For further information visit https://errors.pydantic.dev/2.5/v/greater_than

Yes it assumes a minimum running base, will improve thx
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