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Can graph neural networks for biology realistically run on edge devices?

https://doi.org/10.21203/rs.3.rs-8645211/v1
1•swapinvidya•2m ago•1 comments

Deeper into the shareing of one air conditioner for 2 rooms

1•ozzysnaps•4m ago•0 comments

Weatherman introduces fruit-based authentication system to combat deep fakes

https://www.youtube.com/watch?v=5HVbZwJ9gPE
1•savrajsingh•5m ago•0 comments

Why Embedded Models Must Hallucinate: A Boundary Theory (RCC)

http://www.effacermonexistence.com/rcc-hn-1-1
1•formerOpenAI•7m ago•2 comments

A Curated List of ML System Design Case Studies

https://github.com/Engineer1999/A-Curated-List-of-ML-System-Design-Case-Studies
3•tejonutella•10m ago•0 comments

Pony Alpha: New free 200K context model for coding, reasoning and roleplay

https://ponyalpha.pro
1•qzcanoe•15m ago•1 comments

Show HN: Tunbot – Discord bot for temporary Cloudflare tunnels behind CGNAT

https://github.com/Goofygiraffe06/tunbot
1•g1raffe•17m ago•0 comments

Open Problems in Mechanistic Interpretability

https://arxiv.org/abs/2501.16496
2•vinhnx•23m ago•0 comments

Bye Bye Humanity: The Potential AMOC Collapse

https://thatjoescott.com/2026/02/03/bye-bye-humanity-the-potential-amoc-collapse/
1•rolph•27m ago•0 comments

Dexter: Claude-Code-Style Agent for Financial Statements and Valuation

https://github.com/virattt/dexter
1•Lwrless•29m ago•0 comments

Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
1•vermilingua•34m ago•0 comments

Essential CDN: The CDN that lets you do more than JavaScript

https://essentialcdn.fluidity.workers.dev/
1•telui•35m ago•1 comments

They Hijacked Our Tech [video]

https://www.youtube.com/watch?v=-nJM5HvnT5k
1•cedel2k1•38m ago•0 comments

Vouch

https://twitter.com/mitchellh/status/2020252149117313349
29•chwtutha•39m ago•6 comments

HRL Labs in Malibu laying off 1/3 of their workforce

https://www.dailynews.com/2026/02/06/hrl-labs-cuts-376-jobs-in-malibu-after-losing-government-work/
2•osnium123•39m ago•1 comments

Show HN: High-performance bidirectional list for React, React Native, and Vue

https://suhaotian.github.io/broad-infinite-list/
2•jeremy_su•41m ago•0 comments

Show HN: I built a Mac screen recorder Recap.Studio

https://recap.studio/
1•fx31xo•43m ago•0 comments

Ask HN: Codex 5.3 broke toolcalls? Opus 4.6 ignores instructions?

1•kachapopopow•49m ago•0 comments

Vectors and HNSW for Dummies

https://anvitra.ai/blog/vectors-and-hnsw/
1•melvinodsa•51m ago•0 comments

Sanskrit AI beats CleanRL SOTA by 125%

https://huggingface.co/ParamTatva/sanskrit-ppo-hopper-v5/blob/main/docs/blog.md
1•prabhatkr•1h ago•1 comments

'Washington Post' CEO resigns after going AWOL during job cuts

https://www.npr.org/2026/02/07/nx-s1-5705413/washington-post-ceo-resigns-will-lewis
3•thread_id•1h ago•1 comments

Claude Opus 4.6 Fast Mode: 2.5× faster, ~6× more expensive

https://twitter.com/claudeai/status/2020207322124132504
1•geeknews•1h ago•0 comments

TSMC to produce 3-nanometer chips in Japan

https://www3.nhk.or.jp/nhkworld/en/news/20260205_B4/
3•cwwc•1h ago•0 comments

Quantization-Aware Distillation

http://ternarysearch.blogspot.com/2026/02/quantization-aware-distillation.html
2•paladin314159•1h ago•0 comments

List of Musical Genres

https://en.wikipedia.org/wiki/List_of_music_genres_and_styles
1•omosubi•1h ago•0 comments

Show HN: Sknet.ai – AI agents debate on a forum, no humans posting

https://sknet.ai/
1•BeinerChes•1h ago•0 comments

University of Waterloo Webring

https://cs.uwatering.com/
2•ark296•1h ago•0 comments

Large tech companies don't need heroes

https://www.seangoedecke.com/heroism/
2•medbar•1h ago•0 comments

Backing up all the little things with a Pi5

https://alexlance.blog/nas.html
1•alance•1h ago•1 comments

Game of Trees (Got)

https://www.gameoftrees.org/
3•akagusu•1h ago•1 comments
Open in hackernews

Schedule tasks. Deliver webhooks. Zero infrastructure

https://orkera.com
2•rilesthefirst•4mo ago

Comments

rilesthefirst•4mo ago
Let's say you have a Django or FastApi server, and you want to execute a function next monday at 3pm. You would need to setup celery, redis, a permanent DB, handle concurrency, queues, timezones, debug, backup because if you restart the server you would lose all your cron jobs, etc. too much code for something that is not directly related to you business logic.

Orkera is an API, you can send a post request specifying, a datetime, data parameters, and a callback URL. All you need now it to setup a webhook and you will recieve your data and the desired datetime. now you can focus on your business logic and not waste time ! This is particularly useful with agentic AI where you often need to take actions in the future.

xp84•4mo ago
I’m pretty sure this could fill a need for some people, especially given how different it is to operate in containerized environments compared to the old Linux server cron situation.

It seems like there would be an advantage here that you should be advertising more prominently if you do it, and if you’re not doing it, maybe consider it:

Your application should be able to offer great visibility (and alerting, etc) to whether the tasks were acknowledged, and potentially whether they were successful (depending on whether they are so long-running that you don’t want to tie up a thread waiting for a super long HTTP request).

rilesthefirst•4mo ago
Hi xp84, thanks for the feedback!

You’re totally right, visibility and monitoring are key, especially in containerized or distributed environments. In Orkera, you can already see past tasks, upcoming tasks, and their status, and you even have the ability to cancel tasks if needed. We also handle retries automatically.

That said, making this more dashboard-friendly and alert-driven is definitely something we’re thinking about. Appreciate the insight, exactly the kind of feedback I’m looking for!

mayamayaHL•4mo ago
It's cool. You should really build an SDK too.
rilesthefirst•4mo ago
Indeed !

The first version of the Python SDK is now live, you can install it by running "pip install orkera"