The Four Layers of Enterprise Sovereign AI
🌍 HackerNoon

The Four Layers of Enterprise Sovereign AI

Sovereign AI is not just about where models run. Enterprises need to understand dependencies across infrastructure, data, models, and applications.
Crash-free ≠ successful
🌍 HackerNoon

Crash-free ≠ successful

A mobile feature can fail without crashing. Learn how result signals, funnels, segments, and analytics reveal silent failures after rollout.
The Only Defence ESMA Accepts Is Technical
🌍 HackerNoon

The Only Defence ESMA Accepts Is Technical

ESMA says disclaimers cannot override facts. The one measure it recognises is technical, and the rest lands on brand architecture and product decisions.
Roborock Qrevo 2 Review (2026): A New Budget Vacuum King?
🌍 Wired

Roborock Qrevo 2 Review (2026): A New Budget Vacuum King?

Roborock's more affordable vacuum did well on corners and navigating my home, but thresholds and small objects remain a challenge. Still, it's a good vacuum for the price, especially when it's on sale.
🌍 TheVerge

What happens after a town de-Flocks

From Florida to Washington state, local governments across the country are canceling their contracts with Flock, the company behind the controversial AI-enabled license plate readers, in response to public outcry. But ending the contracts doesn't necessarily mean the cameras will come down immediately - or that the information they've gathered will be deleted anytime soon. […]
I built a skill that explains you, your AI Slop!
🌍 Dev.to

I built a skill that explains you, your AI Slop!

A problem every hackathon builder who is vibe coding has: a lot of times, the demo works; you built it with an agent over the last six hours, but you genuinely don't know what is going on under the hood. That's why I built show-me-the-build — a Claude Code / Cursor / Codex (or any other LLM) skill that turns any codebase or cloud deployment with any agent into a self-building HTML presentation. Type one command, and it walks through what got built, why it was built that way, and how ...
How to test a LangChain agent for security (in 15 lines of FastAPI)
🌍 Dev.to

How to test a LangChain agent for security (in 15 lines of FastAPI)

You built the agent. It calls a tool, it holds a conversation, it resolves the request in the demo.Then what? For most teams, "then what" is: ship it. The agent works, the demo went well, and there's no obvious next step between "it works" and "it's in production." That gap is where this post lives. Not because testing an agent is hard in principle, but because the tools that do it expect somethingmost agent frameworks don't hand you by default: a plain HTTP endpoint. "It works" i...