Systems | Development | Analytics | API | Testing

Reading emails, scanning contracts, manually processing invoices—the tedious tasks related to document processing can jam up your business operations. Document processing is a prime candidate for automation, but the technology is advancing so fast, it can be hard to know where to start or when it is time to modernize. OCR (Optical Character Recognition) and IDP (Intelligent Document Processing) are two approaches to tackling business documents.

In the blog post about Fine-Tuning OPcache Configuration I mentioned the thundering herd problem that affects OPcache during cache restarts. When OPcache is restarted, either automatically or manually, all current users will attempt to regenerate the cache entries. Under load this can lead to a burst in CPU usage and significantly slower requests.

I have spent years working alongside enterprise leaders who face a common dilemma: the need to innovate faster while contending with strict compliance regulations and soaring infrastructure costs. In my experience, the biggest bottleneck isn’t a lack of ideas or talent. It’s data. Teams wait days or weeks for the data they need to build and test. That’s why I am excited to share how Perforce Delphix solves this challenge.

TL;DR: DreamFactory 7.4+ includes a built-in MCP (Model Context Protocol) server that lets you connect any LLM—ChatGPT, Claude, Perplexity, or custom AI agents—to your enterprise databases through governed, role-based APIs. Setup takes minutes: create an MCP service in the admin console, copy the OAuth credentials, and point your AI application to the generated endpoint.

The significance of website security cannot be overstated, particularly, in the world of web development. The repercussions of a compromised security can be substantial, irrespective of a company's scale. This is underscored by the fact that, on average, it necessitates an expenditure of more than $1.42 million for a company to rectify the aftermath of a cyber attack. Now you know why website security is important.

When it comes to integrating AI with structured data, traditional Retrieval-Augmented Generation (RAG) systems often fall short. They rely on indexing and embedding, which can lead to outdated information, security risks, and inefficiencies. Instead, an API-first approach offers a safer, more precise, and real-time solution for accessing structured enterprise data.

In the rapidly shifting landscape of identity security, consistency is the ultimate measure of excellence. Today, we are proud to announce that for the fourth consecutive report, WSO2 has been recognized as an Overall Leader in the January 2026 KuppingerCole Leadership Compass for CIAM Platforms. Earning a leadership spot for many years is a significant achievement, but this 2026 recognition is particularly special.

Node.js has updated its vulnerability reporting policy on HackerOne, introducing a minimum Signal requirement. This change aims to improve report quality, reduce operational noise, and better support the maintainers responsible for project security. Below is an explanation of why this change happened, how it works, and what it means for the security community.