Systems | Development | Analytics | API | Testing

Today, we’re excited to introduce Message Reactions in Ably Chat - a quintessential part of any modern chat experience, now available as a native feature. How message reactions work Each reaction in Ably Chat is defined by a simple string, often a UTF-8 emoji like , but it could also be a tag (:like:) or text (+1). Reactions are aggregated in realtime based on their name.

APIs are the digital lifelines powering modern applications, microservices, IoT devices, and everything in between. They act as the universal translators of data, ferrying information between diverse software platforms. API security encompasses the technologies, practices, and protocols dedicated to protecting these invisible workhorses from unauthorized access, data breaches, and malicious misuse.

The evolution of artificial intelligence (AI) in the enterprise has reached an inflection point. While the early days of generative AI focused on chatbots responding to human prompts, today's enterprise AI agents are fundamentally different—they're event-driven, autonomous systems that continuously process streams of business data, make real-time decisions, and take actions at scale.

Large Language Models (LLMs) like GPT-4, Claude, and LLaMA have reshaped the way businesses think about intelligence, automation, and human-computer interaction. But the performance of an LLM hinges entirely on what powers it: data. And that data must be systematically collected, cleaned, enriched, and delivered—a task owned by the ETL (Extract, Transform, Load) pipeline.

In a modern data stack, reliability isn't optional, it's a requirement. Data teams are tasked with building pipelines that extract from dozens (sometimes hundreds) of disparate sources, transform data under strict business logic, and load it into analytics-ready destinations. But even the most well-architected ETL workflows can fail silently without rigorous testing.

When ChatGPT entered the mainstream, it didn’t just change how people use artificial intelligence — it changed who gets to use it. By abstracting away the complexity and making the interface simple and intuitive, OpenAI opened the floodgates. Now, instead of AI being the exclusive domain of engineers and data scientists, it’s being actively explored by product managers, marketers, revenue operations leaders, and customer experience teams.

Companies are under constant pressure to accelerate innovation without compromising compliance or data security. Legacy test data management tools can’t keep up with today’s DevOps demands. Perforce Delphix stands out as a top choice for enterprises across industries. It delivers automated, compliant test data to accelerate DevOps, improve quality, and reduce risk.

Role-Based Access Control (RBAC) stands as a foundational element in organizational security. It restricts access to digital resources based on user roles, minimizing risks by ensuring employees or automated systems only see or manipulate what's relevant to their work. As artificial intelligence becomes central to business operations, integrating RBAC with AI databases fortifies data privacy, regulatory compliance, and business agility.

AI is more than just a buzzword now - it's becoming an integral part of various processes, including software testing. But how effective is it really, especially when applied to the dynamic nature of Exploratory Testing? In this webinar, Sérgio Freire stated that he recently experimented with leveraging AI in his own Exploratory Testing sessions and discovered both promising applications and significant limitations.

Building financial software today isn’t just about writing clean code; it’s about getting a hundred complex things right at once. You’re dealing with strict regulations, sensitive customer data, real-time performance demands, and growing pressure to innovate fast. One misstep can mean compliance issues, security risks, or lost trust. If you’re wondering how to build something that’s not just functional, but truly secure, scalable, and audit-ready, this blog’s for you.