Design patterns weren’t just about reusable solutions — they were about communication. They gave developers a common vocabulary. Now that AI writes the code… do we still need that language? Or are we teaching patterns to machines that don’t speak “Singleton”? 👀
Good architecture doesn't enforce itself. Automated architecture tests do. Add architecture tests to your CI/CD like unit tests. You can use tools like ArchUnit - Java NetArchTest / NDepend - .NET dependency-cruiser - NodeJS/TypeScript #SoftwareArchitecture
It's delightful how easy it is to deploy working prompt injection attacks via LinkedIn
Coding was never the hard part. The real challenge is architecture, design & business rules. AI & no-code can handle CRUD apps, but complex systems need human judgment. The future = engineers + AI, not AI alone.
I’m working on a solution for deploying a multi-region application with one region as the primary and another as the standby. I’d love to hear any suggestions or learnings you have to share. #aws
Calling LLMs directly doesn’t scale in the enterprise. You need routing, failover, cost controls, and observability. An LLM Gateway help provides all these features. Wrote about this in detail 👇 linkedin.com/pulse/building…
I’m so excited to announce Gemma 3n is here! 🎉 🔊Multimodal (text/audio/image/video) understanding 🤯Runs with as little as 2GB of RAM 🏆First model under 10B with @lmarena_ai score of 1300+ Available now on @huggingface, @kaggle, llama.cpp, ai.dev, and more
Part 2 of this mystery. Spotted on reddit. In my test not 100% reproducible but still quite reproducible. 🤔
Not fully sure why all the LLMs sound about the same - over-using lists, delving into “multifaceted” issues, over-offering to assist further, about same length responses, etc. Not something I had predicted at first because of many independent companies doing the finetuning.
BIG DAY. @payloadcms has joined @figma! We're about to take things up a notch. So proud of what we've built, and I know where we're going... can't wait to share more.
The Agents SDK is now available in TypeScript and supports handoffs, guardrails, tracing, MCP, and other core agent primitives, just like the Python version. openai.github.io/openai-agents-…
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