Interesting to find out about local ci aka `bin/ci` appeared in Rails 8.1, when we have had this convention for the last 20 years
https://jetthoughts.com/blog/tldr-move-cicd-scripts-into-automation-devops-productivity/

#rails #rails_8_1 #ruby

🎉 ViewComponent 4.0.0 is here!

After 2 years since v3 🚀

✨ Key highlights:

Removes ActionView::Base dependency

Requires Rails 7.1+ & Ruby 3.2+

New SystemSpecHelpers for RSpec

around_render lifecycle method

Reached feature maturity

#Rails #ViewComponent #Ruby #WebDev

https://github.com/ViewComponent/view_component

Mira Murati's Thinking Machines just raised $2B at $12B valuation with no product. The AI game has new rules.

#AI #startups #tech https://www.reuters.com/technology/mira-muratis-ai-startup-thinking-machines-raises-2-billion-a16z-led-round-2025-07-15/

Rails Engines > microservices? This Active Storage Dashboard shows how to build modular Rails apps without the complexity. Simple. Powerful.

#Rails #ActiveStorage #RubyOnRails https://www.panasiti.me/blog/modular-rails-applications-rails-engines-active-storage-dashboard/

Swiss academic powerhouses building a truly open LLM that speaks 1000+ languages. No black boxes. No API fees. Complete transparency.

#OpenSource #AI #ML https://ethz.ch/en/news-and-events/eth-news/news/2025/07/a-language-model-built-for-the-public-good.html

LLM inference in production is hard. Learn real-world tactics for speed, scale, and cost savings.

#ML #LLM #DevOps https://bentoml.com/llm/

Brut: a fresh Ruby framework that ditches MVC for simple classes. Build web apps faster with less code. Docker ready.

#Ruby #WebDev #DevProductivity https://naildrivin5.com/blog/2025/07/08/brut-a-new-web-framework-for-ruby.html

Terminal-based AI coding that works with any model? opencode is the open-source agent you need in your toolkit. #DevTools #OpenSource #AI https://github.com/sst/opencode

AI success depends on context, not just prompts. Context Engineering is the new skill to master. Good context = better AI.

#AI #DevSkills #LLM https://www.philschmid.de/context-engineering

Build secure containers from untrusted code. Depot API isolates projects and speeds up builds with smart caching. Security without headaches.

#DevOps #Security #Containers https://depot.dev/blog/container-security-at-scale-building-untrusted-images-safely

vLLM makes your LLMs fly with smart memory tricks and dynamic batching. Your production AI just got a speed boost.

#LLM #Performance #DevOps https://www.ubicloud.com/blog/life-of-an-inference-request-vllm-v1

Apple's AI uses forgotten Normalizing Flows to build image models that run on your device, not the cloud.

#AI #MobileComputing #MachineLearning https://9to5mac.com/2025/06/23/apple-ai-image-model-research-tarflow-starflow/

Build AI apps in Claude with zero deployment. Users pay for API costs. Just describe your app and share the link. #AI #NoCode #DevTools https://www.anthropic.com/news/claude-powered-artifacts

AI won't replace developers. It will amplify us. Now is the perfect time to learn coding and help solve real problems.

#SoftwareDev #AI #Tech https://substack.com/home/post/p-165655726

This OCR model turns document images into clean markdown with tables, LaTeX and more. Your LLMs will thank you. #OCR #ML #DevTools https://huggingface.co/nanonets/Nanonets-OCR-s

AlphaWrite uses evolution to make LLMs more creative. Survival of the fittest text - pure genius for scaling generation quality.

#AI #LLM #Evolution https://tobysimonds.com/research/2025/06/06/AlphaWrite.html

LLMs won't kill Elixir. They'll make it stronger. The path forward is clear: better docs, LLM-friendly libraries, and Elixir-specific training data.

#Elixir #LLM #FutureOfCoding https://www.zachdaniel.dev/p/llms-and-elixir-windfall-or-deathblow

Want to learn TPUs? Check this open-source Python simulator - perfect for getting hands-on with ML hardware! #MLOps #Python #OpenSource https://github.com/UCSBarchlab/OpenTPU

Why does your code feel off? Hynek reveals the hidden forces that shape our architecture decisions. A must-read for better design choices.

#PythonDev #SoftwareDesign #ArchitecturePatterns https://hynek.me/talks/design-pressure/

Senior devs share real LLM coding tricks - no hype, just results. Level up your AI pair programming skills today.

#LLM #CodeWithAI #DevTools https://pmbanugo.me/blog/peer-programming-with-llms