AI Tools & Research

AI found the vulnerability. Are we done yet?

What caught my attention about PHP2Shell was the PHP team's explanation of why fixing it took so lon…

Proof Driven Development: can the agent prove it works?

One of the problems with using agents is that you can ask them to implement something, add tests, ru…

Meta’s Muse Ember turns cheap agent work into the next AI battleground

Quick take Meta introduced Muse Ember as its smallest and most efficient model, pricing it at 10 c…

Why Software Engineering Still Matters in Web Application Development

Introduction Nowadays, building a website or web application has become easier than before. With too…

5 ways your API misleads AI agents

I asked a well-known API for my bounced emails. It answered 200 with five emails, and none of them h…

Scovant Core 0.26.0: MCP endpoint detection that reads real evidence

A scanner that asks "does this site expose an MCP server?" usually starts at one URL: /.well-known/m…

**The Relevance of Software Engineering in Web Applications **

Understanding the Dangers of Vibe Coding Introduction: Web applications have become an important pa…

The "Responsive Design Moment" for AI Agents: Why Your Company Can't Ignore WebMCP

Remember 2012? It was when businesses realized they could no longer ignore smartphones. Instead of r…

How LLM inference works and how to optimize it

LLM inference is the work of running a trained model on a new prompt to produce an answer, as oppose…

Jensen Huang’s exit puts Nvidia’s support for open source in question

Jensen Huang’s resignation raises questions about Nvidia’s commitment to open-source AI, including i…

Jensen Huang resigns from Nvidia after reports of two affairs

Originally published on The Daily Flare. Nvidia co-founder Jensen Huang resigned as president, CEO …

Google DeepMind Staff Tap the UK Government to Escalate Their Unionization Fight

After initial talks stalled, workers at Google DeepMind are trying to bypass company management in t…