Systems | Development | Analytics | API | Testing

Struggling with secure, real-time enterprise data access? RAG (Retrieval-Augmented Generation) systems are popular but often fall short in handling dynamic data, security, and compliance. Enter agent-based systems - designed to securely connect AI to live databases, APIs, and ERP systems while enforcing strict permissions and audit trails. Key Takeaways: RAG systems lack granular security, real-time updates, and detailed compliance tracking.

As your application grows, the volume of telemetry data expands with it. Every additional service, customer, and feature generates more log entries. It becomes harder to quickly isolate the events that actually matter. Without the right tools, finding a single root cause can feel like searching for a needle in an ever-growing haystack. You may have already been using log search tools to find and act on errors. However, those tools rarely connect that data back to your API traffic patterns or metrics.

Solo.io Gloo Gateway gives teams a reliable way to secure, route, and monitor API traffic in real time. With its high-performance Envoy core and Kubernetes-native design, it meets the demands of distributed applications and modern service architectures. However, performance metrics alone don’t reveal how developers engage with your APIs or why adoption stalls.

Ask anyone who has wrestled with legacy contract lifecycle management (CLM) software what frustrates them most, and you’ll hear a familiar refrain: “I can’t see what’s going on.” Whether it’s a missing status update, a buried clause, or an unexpected bottleneck, lack of visibility in the contract lifecycle slows deals, increases risk, and erodes trust between teams. But “visibility” is more than a buzzword.

The idea of using an AI like GPT-5 or any LLM based tool to generate SQL from natural language sounds like a productivity goldmine. Ask the AI a question, and it automatically writes and executes the perfect query. Insight on demand. No SQL expertise needed. But beneath this automation lies a serious threat. Giving AI systems free rein to generate and run SQL against your production database is not just risky—it could be catastrophic.

Webhooks are a smarter way for APIs to communicate in real-time. Unlike polling, which constantly checks for updates, webhooks automatically send notifications when specific events occur. This makes them faster, more efficient, and resource-friendly. Here’s how they work and why they matter: What are Webhooks?: They are HTTP callbacks triggered by events, delivering data instantly to other systems.