Hacker News with Generative AI: Deployment

Activating AI Safety Level 3 Protections (anthropic.com)
We have activated the AI Safety Level 3 (ASL-3) Deployment and Security Standards described in Anthropic’s Responsible Scaling Policy (RSP) in conjunction with launching Claude Opus 4.
Artificial Intelligence, AI Safety, Security, Deployment
7 points by Bluestein 18 hours ago | 5 comments
Medium Is the New Large (mistral.ai)
Mistral Medium 3 delivers state-of-the-art performance at 8X lower cost with radically simplified enterprise deployments.
Generative AI, Cost Optimization, Deployment
70 points by Philpax 16 days ago | 20 comments
Getting tired of Helm – any better way to handle deployments in Kubernetes? (ycombinator.com)
I’ve been deep in Helm templates lately and it’s starting to feel like YAML hell.
Kubernetes, Deployment, Helm, YAML
25 points by DeborahEmeni_ 17 days ago | 23 comments
FastAPI Cloud: deploying FastAPI apps with just a single command (fastapicloud.com)
TL;DR: Imagine deploying your FastAPI apps with just a single command. I started a company to build FastAPI Cloud, so you can do exactly that.
FastAPI, Web Development, Cloud Computing, Deployment
16 points by kranthigv 18 days ago | 5 comments
Low-Latency Bayesian Inference: Deploying Models with PyTorch and ONNX (world.hey.com)
Deploying Bayesian models in production often requires balancing predictive accuracy with low-latency inference.
Machine Learning, Bayesian Inference, PyTorch, ONNX, Deployment
7 points by apetrov 20 days ago | 0 comments
One-Second Deploys? We Didn't Believe It Either (railway.com)
Let me introduce you to someone: they just released a new app, they started to tell people about it, and now they find themselves checking their Postgres database every 15 minutes to see if anyone has signed up. The thought of setting up Zapier or Mixpanel for a few simple product alerts puts them in physical agony.
Software Development, Deployment, Startups
5 points by mooreds 29 days ago | 0 comments
B-2 Spirit Stealth Bombers Begin Unannounced Deployment to Diego Garcia (theaviationist.com)
Using open source information from websites such as LiveATC, Flightradar24, and Airframes.io, some details of a significant surprise deployment of U.S. Air Force strategic bombers have been pieced together by aviation enthusiasts on social media.
Military, Aviation, Air Force, Deployment, Diego Garcia
60 points by sorokod 57 days ago | 87 comments
Ask HN: How Do You Deploy? (ycombinator.com)
If you're just starting, are a YC startup or similar, where and how do you deploy/ship your apps?
Deployment, Startups, Software Development, Web Development
12 points by canto 58 days ago | 21 comments
Deploy from local to production (self-hosted) (github.com/bypirob)
Deploy your projects directly from your local computer to your production server easily.
Software, Deployment, Development, Tools
137 points by bypirob 76 days ago | 67 comments
(Reasonably) secure Azure Pipelines on-prem deployments (bearblog.dev)
Trying to implement a deployment flow from Azure Devops to an on-prem IIS server, where every account is not an administrator, is a surprisingly difficult task. Here's an approach that works for us, and might for you too!
Azure DevOps, Security, Deployment, Server Management, On-Premise
31 points by Mossy9 80 days ago | 48 comments
Deno shows us there's a better way (macchaffee.com)
Recently, I completed a full rewrite of my first personal project, which was a Django project running on Heroku. Now it's a Deno project running on Deno Deploy. The experience has really gotten me thinking about the amount of pain we put up with to deploy simple stuff these days, especially with containers. Deno shows us that it doesn't have to be that way.
Web Development, JavaScript, Cloud Computing, Deployment, Software Development
8 points by todsacerdoti 83 days ago | 0 comments
DotSlash: Simplified Executable Deployment (github.com/facebook)
DotSlash (dotslash) is a command-line tool that lets you represent a set of platform-specific, heavyweight executables with an equivalent small, easy-to-read text file.
Command-line Tools, Software, Deployment, Facebook
31 points by microflash 94 days ago | 17 comments
A step-by-step guide on deploying DeepSeek-R1 671B locally (snowkylin.github.io)
This is a (minimal) note on deploying DeepSeek R1 671B (the full version without distillation) locally with ollama.
Deep Learning, Deployment, Software
37 points by snowkylin 112 days ago | 0 comments
Show HN: I built a tool to manage deployments across your VPS through a web UI (quickstack.dev)
Build, run and monitor your apps on any server from a single, easy-to-use UI.
Web Development, Cloud Computing, DevOps, Software Tools, Deployment
6 points by j_meier 115 days ago | 11 comments
Show HN: FDeploy, a self-hosted, affordable deployment software for Windows (fdeploy.com)
Software, Windows, Deployment, Self-Hosted
4 points by dt3ft 122 days ago | 1 comments
Deploying Rails on Docker: Kamal Alternative (impactahead.com)
Recently, Basecamp, the creators of Ruby on Rails, released a solution for deploying it on bare metal servers. Kamal is Capistrano for Containers and is an alternative solution to Capistrano, Kubernetes, and Docker Swarm.
Deployment, Docker, Containerization
32 points by thunderbong 122 days ago | 17 comments
Open Source Alternative to Vercel, Netlify and Heroku (dokploy.com)
Streamline your operations with our all-in-one platform—perfect for managing projects, data, and system health with simplicity and efficiency.
Open Source, Web Development, Deployment, Cloud Hosting, Alternatives
47 points by thushanfernando 122 days ago | 28 comments
Show HN: Zippd – Deploy static sites in seconds (OSS) (zippd.app)
launch your website in seconds
Web Development, Open Source, Deployment, Static Sites
16 points by chandan155 123 days ago | 5 comments
RubyConf 2024: Cloud Native Buildpack Hackday (and other Ruby deploy tools, too) (schneems.com)
I’ve spent the last decade+ working on Ruby deploy tooling, including (but not limited to) the Heroku classic and upcoming Cloud Native Buildpack. If you want to contribute to a Ruby deployment or packaging tool (even if it’s not one I maintain), I can help. If you want to learn more about Cloud Native Buildpacks (CNBs) and maybe get a green square on GitHub (or TWO!), keep reading for more resources.
Ruby, Cloud Computing, Open Source, Deployment, DevOps
71 points by mohdsyam 147 days ago | 8 comments
Thruster – HTTP/2 proxy for Rails apps with built-in Let's Encrypt and caching (github.com/basecamp)
Thruster is an HTTP/2 proxy for simple production-ready deployments of Rails applications.
Rails, HTTP/2, Web Development, Deployment, Caching
17 points by jbverschoor 148 days ago | 3 comments
Slow deployment causes meetings (2015) (tidyfirst.substack.com)
“I can’t get any code out with all these meetings.” What if this perennial engineer complaint has causation backwards? Adding and removing organizational overhead is relatively easy compared to increasing an organization’s capacity to deploy code. What if meetings and reviews are an organization’s adaptive response to avoid overloading deployment?
Software Engineering, Deployment, Organizational Behavior
188 points by fagnerbrack 152 days ago | 93 comments
Show HN: Odysseus-CLI – Deploy Laravel, React and Other Apps Effortlessly (github.com/alpira-ou)
Odysseus CLI is a command-line interface tool designed to streamline the deployment and management of applications on alpira.
Software, Deployment, Laravel, React
10 points by alpira 167 days ago | 0 comments
Rails 8.0 Released (rubyonrails.org)
Deploying modern web apps – with all the provisions needed to be fast and secure while easily updateable – has become so hard that many developers don’t dare do it without a PaaS (platform-as-a-service). But that’s ridiculous. Nobody should have to pay orders of magnitude more for basic computing just to make deployment friendly and usable. That’s a job for open source, and Rails 8 is ready to solve it.
Web Development, Open Source, Deployment, PaaS
109 points by nnf 197 days ago | 12 comments
Ask HN: Hosting on Digital Ocean, any advice for monitoring and deployments? (ycombinator.com)
I'm moving over from Lambda to Digital Ocean since I found it much easier to test locally and iterate.
Digital Ocean, Cloud Hosting, Deployment, Monitoring, Software Development
19 points by hershyb_ 198 days ago | 11 comments
Zero Downtime Django Deployments with Multistep Database Changes – Johnny Metz (johnnymetz.com)
Preventing downtime during deployments is crucial for maintaining service availability and ensuring a positive user experience. Blue-green deployments have emerged as a popular strategy to achieve this goal. However, they introduce challenges, especially when dealing with database changes. This article delves into what blue-green deployments are, why database changes can be tricky in this context, and how to navigate common change scenarios effectively in Django.
Django, Web Development, Deployment, Database, Software Engineering
5 points by rbanffy 202 days ago | 0 comments
How do you deploy in 10 seconds? (bearblog.dev)
This post describes my lessons learned after 10 years running production environments in sizes ranging from "just getting started" to a "Series F" company with 4-9 SLAs.
Deployment, Software Engineering, Scalability, Production Environments
62 points by mpweiher 207 days ago | 54 comments
Using SQLite as storage for web server static content (clace.io)
Clace is an open source project building a secure platform for easily developing and deploying internal tools across a team.
Databases, Web Development, Open Source, Static Content, Deployment
273 points by ajayvk 208 days ago | 126 comments
A CLI tool for management of Next.js applications (quicky.dev)
A CLI tool that streamlines the deployment and management of self-hosted Next.js projects, enabling initialization, deployment from GitHub, updating, deleting, and managing applications, along with effortless setup of domains and SSL certificates, simplifying the entire lifecycle of Next.js apps on remote servers.
Next.js, Deployment, Web Development, Server Management
74 points by alemalohe 218 days ago | 16 comments
A Checklist of Issues for Progressive Web Apps and How to Fix Them (heltweg.org)
This post is a collection of pitfalls I ran into developing progressive web apps or PWAs (such as WeightBook) without testing on actual devices, especially iPhones. Looking at your app in the browser dev tools or an Android test device can only take you so far. If you are interested in hosting your PWA using nginx and kubernetes / docker, also have a look at Build a progressive web app in docker with nginx to deploy to kubernetes or docker swarm.
Mobile Development, Testing, Web Development, Deployment
7 points by rhazn 220 days ago | 8 comments
Llama 405B 506 tokens/second on an H200 (nvidia.com)
The continued growth of LLMs capability, fueled by increasing parameter counts and support for longer contexts, has led to their usage in a wide variety of applications, each with diverse deployment requirements.
AI, Hardware, Performance, Deployment
21 points by moondistance 221 days ago | 5 comments