Systems | Development | Analytics | API | Testing

Why production AI needs a session layer, not just a stream

I spoke at AI Engineer Europe last week, and came away with a clearer picture of where the industry actually is right now. My talk was about why AI user experience breaks at the transport layer. But the bigger takeaway wasn't from my own session. It was from watching what the rest of the room was building, and what problems they were running into.

Why Rust Embedded Development Needs Powerful Static Analysis

For decades, software engineers have relied heavily on C and C++ to build embedded systems. These legacy languages offer the deep control and speed required for constrained environments, but they reveal gaps in memory management and concurrency. The Rust programming language has emerged as a solution.

A Secure by Default Philosophy Guiding Perforce P4

Security expectations for version control infrastructure have evolved dramatically over the years. While Perforce P4 has always empowered administrators with deep configurability, the default configurations shipped with previous versions of P4 are no longer sufficient. With the upcoming P4 2026.1 (scheduled for availability in May), we are implementing a Secure by Default posture designed to enforce best practices when protecting the source code and binary assets stored in P4.

Top Android Frameworks in 2026: Data from 177 Job Posts

If you want to know which Android frameworks are worth your time, job postings will tell you more than any opinion piece ever will. That’s why I searched Google Jobs for "Android developer", went through every posting the pagination would show me (177 in all), and logged every framework or library mentioned. “Required” frameworks got tagged as required. Anything in a "preferred," "nice to have," or "bonus" section got tagged as nice to have.

How Agentic AI is Transforming Enterprises?

The artificial intelligence landscape has crossed a consequential inflection point. Enterprises that approached AI as an efficiency instrument, deploying it to automate discrete tasks, accelerate content generation, or augment human decision-making at the margins, are now confronting a paradigm of an altogether different magnitude.

It Took 9 Seconds for an AI Agent to Delete a Production Database. Here's What Should Have Stopped It.

What the PocketOS incident reveals about AI agents, unscopped API tokens, and why enterprise data needs a gateway in front of it. DreamFactory is a secure, self-hosted enterprise data access platform that provides governed API access to any data source, connecting enterprise applications and on-prem LLMs with role-based access and identity passthrough.

Complete Guide To E-commerce Software Development

The online commerce boom isn’t coming because it’s already here. Let’s call it out, eCommerce has become the business battleground of the present and future. Whether you’re a seasoned business leader or a startup founder on the rise, this moment is knocking on your digital door with an opportunity that’s too big to ignore. And, this guide isn’t your typical rundown of tech jargon and dry definitions.