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Robust and Interactable World Models in Computer Vision [video]

https://www.youtube.com/watch?v=9B4kkaGOozA
1•Anon84•2m ago•0 comments

Nestlé couldn't crack Japan's coffee market.Then they hired a child psychologist

https://twitter.com/BigBrainMkting/status/2019792335509541220
1•rmason•3m ago•0 comments

Notes for February 2-7

https://taoofmac.com/space/notes/2026/02/07/2000
2•rcarmo•5m ago•0 comments

Study confirms experience beats youthful enthusiasm

https://www.theregister.com/2026/02/07/boomers_vs_zoomers_workplace/
2•Willingham•12m ago•0 comments

The Big Hunger by Walter J Miller, Jr. (1952)

https://lauriepenny.substack.com/p/the-big-hunger
1•shervinafshar•13m ago•0 comments

The Genus Amanita

https://www.mushroomexpert.com/amanita.html
1•rolph•18m ago•0 comments

We have broken SHA-1 in practice

https://shattered.io/
2•mooreds•18m ago•1 comments

Ask HN: Was my first management job bad, or is this what management is like?

1•Buttons840•19m ago•0 comments

Ask HN: How to Reduce Time Spent Crimping?

1•pinkmuffinere•21m ago•0 comments

KV Cache Transform Coding for Compact Storage in LLM Inference

https://arxiv.org/abs/2511.01815
1•walterbell•25m ago•0 comments

A quantitative, multimodal wearable bioelectronic device for stress assessment

https://www.nature.com/articles/s41467-025-67747-9
1•PaulHoule•27m ago•0 comments

Why Big Tech Is Throwing Cash into India in Quest for AI Supremacy

https://www.wsj.com/world/india/why-big-tech-is-throwing-cash-into-india-in-quest-for-ai-supremac...
1•saikatsg•27m ago•0 comments

How to shoot yourself in the foot – 2026 edition

https://github.com/aweussom/HowToShootYourselfInTheFoot
1•aweussom•28m ago•0 comments

Eight More Months of Agents

https://crawshaw.io/blog/eight-more-months-of-agents
4•archb•30m ago•0 comments

From Human Thought to Machine Coordination

https://www.psychologytoday.com/us/blog/the-digital-self/202602/from-human-thought-to-machine-coo...
1•walterbell•30m ago•0 comments

The new X API pricing must be a joke

https://developer.x.com/
1•danver0•31m ago•0 comments

Show HN: RMA Dashboard fast SAST results for monorepos (SARIF and triage)

https://rma-dashboard.bukhari-kibuka7.workers.dev/
1•bumahkib7•31m ago•0 comments

Show HN: Source code graphRAG for Java/Kotlin development based on jQAssistant

https://github.com/2015xli/jqassistant-graph-rag
1•artigent•36m ago•0 comments

Python Only Has One Real Competitor

https://mccue.dev/pages/2-6-26-python-competitor
4•dragandj•38m ago•0 comments

Tmux to Zellij (and Back)

https://www.mauriciopoppe.com/notes/tmux-to-zellij/
1•maurizzzio•39m ago•1 comments

Ask HN: How are you using specialized agents to accelerate your work?

1•otterley•40m ago•0 comments

Passing user_id through 6 services? OTel Baggage fixes this

https://signoz.io/blog/otel-baggage/
1•pranay01•41m ago•0 comments

DavMail Pop/IMAP/SMTP/Caldav/Carddav/LDAP Exchange Gateway

https://davmail.sourceforge.net/
1•todsacerdoti•41m ago•0 comments

Visual data modelling in the browser (open source)

https://github.com/sqlmodel/sqlmodel
1•Sean766•43m ago•0 comments

Show HN: Tharos – CLI to find and autofix security bugs using local LLMs

https://github.com/chinonsochikelue/tharos
1•fluantix•44m ago•0 comments

Oddly Simple GUI Programs

https://simonsafar.com/2024/win32_lights/
1•MaximilianEmel•44m ago•0 comments

The New Playbook for Leaders [pdf]

https://www.ibli.com/IBLI%20OnePagers%20The%20Plays%20Summarized.pdf
1•mooreds•45m ago•1 comments

Interactive Unboxing of J Dilla's Donuts

https://donuts20.vercel.app
1•sngahane•46m ago•0 comments

OneCourt helps blind and low-vision fans to track Super Bowl live

https://www.dezeen.com/2026/02/06/onecourt-tactile-device-super-bowl-blind-low-vision-fans/
1•gaws•48m ago•0 comments

Rudolf Vrba

https://en.wikipedia.org/wiki/Rudolf_Vrba
1•mooreds•48m ago•0 comments
Open in hackernews

Show HN: OpenRun - Deploy web apps declaratively

https://github.com/openrundev/openrun
3•ajayvk•3mo ago
I have been building OpenRun, a declarative web app deployment platform https://github.com/openrundev/openrun. It is an open source alternative to Google Cloud Run and AWS App Runner, running on your own hardware.

OpenRun allows defining your web app configuration in a declarative config using Starlark (which is like a subset of Python). Setting up a full GitOps workflow is just one command:

  openrun sync schedule --approve --promote github.com/openrundev/openrun/examples/utils.star
This will set up a scheduled sync, which will look for new apps in the config and create them. It will also apply any config updates on existing apps and reload apps with the latest source code. After this, no further CLI operations are required, all updates are done declaratively. For containerized apps, OpenRun will directly talk to Docker/Podman to manage the container build and startup.

There are lots of tools which simplify web app deployment. Most of them use a UI driven approach or an imperative CLI approach. That makes it difficult to recreate an environment. Managing these tools when multiple people need to coordinate changes is also difficult.

Kubernetes is the standard for declarative deployment. OpenRun supports only web apps, there is no plan to add support for deploying databases or queues etc with OpenRun. That makes OpenRun much simpler, a single binary which implements the web server and application server with GitOps driven deployments. Deploying and managing stateful database type services is much more complex. Declarative web app deployment is much easier.

The goal with OpenRun is to support declarative deployment for the web apps while removing the complexity of maintaining multiple YAML config files. See https://github.com/openrundev/openrun/blob/main/examples/uti... for an example config, each app is just one or two lines of config.

OpenRun currently runs on a single machine with an embedded SQLite database or on multiple machines with an external Postgres database. I plan to support OpenRun as a service on top of Kubernetes, to support auto-scaling. OpenRun implements its own web server, instead of using Traefik/Nginx. That makes it possible to implement features like scaling down to zero and RBAC.

OpenRun makes it easy to set up OAuth/OIDC/SAML based auth, with RBAC. This makes it possible to share your apps securely, see https://openrun.dev/docs/use-cases/ for a couple of such use cases. Outside of managed services, I have found it difficult to implement this type of RBAC with any other open source solution.

Comments

ajayvk•3mo ago
Any repo which has a Dockerfile can be deployed directly. For frameworks like Streamlit/Gradio/FastHTML/Shiny/Reflex/Flask/FastAPI, OpenRun supports zero-config deployments, there is no need to even have a Dockerfile. Domain based deployment is supported for all apps. Path based deployment is also supported for most frameworks, which makes DNS routing and certificate management easier.
cloudexpat•3mo ago
Nice! Are you planning to run this on K8s eventually? I've seen the control plane costs add up fast if you're not careful with spot instances and rightsizing.