Systems | Development | Analytics | API | Testing

Pre-Training vs Fine-Tuning vs RAG: Which AI Approach Fits Your Business in 2026?

Every organization today is racing to embed AI into its core, yet the real question isn’t which model to choose, but how to build an AI capability that truly aligns with your business goals. Should you invest months in training a proprietary model to gain full control and differentiation? Or would adapting a pre-trained model strike a better balance between performance and time-to-market?

Agentic AI Integration: Why Gartner's "Context Mesh" Changes Everything

Gartner just published research that should be required reading for every platform and infrastructure leader building for the agentic era. The report, "How to Enable Agentic AI via API-Based Integration," makes a stark claim: incrementally reworking existing APIs and connector-based integrations for AI agents is no longer sufficient.

5 tips to build a durable career in the age of AI

“We tend to overestimate the effect of a technology in the short run and underestimate the effect in the long run.” That’s Amara’s Law, a principle coined by futurist Roy Amara. It explains how emerging technologies, like the early internet, are often overhyped at first, followed by a shift toward recognizing their value and integrating them over time. This thinking is a lot like what we’re seeing today with agentic AI.

AI Maturity and Adoption Across U.S. States in 2026

AI isn’t something we’re waiting for anymore. It’s already here. Every time you check directions, talk to your phone instead of typing, or unlock your device with your face, AI is doing the work in the background. The same shift is happening inside organizations. Companies and government agencies are using AI to answer questions faster, cut down manual tasks, support their teams, and improve how they serve people. But the real question is, Are U.S.

Impact of AI in eCommerce in 2026 & beyond

Remember when Jarvis ran Tony Stark’s entire life and helped him build a high-tech Iron Man suit? That’s pretty much AI in eCommerce now, but instead of building suits, it’s building smarter stores and smoother shopping experiences. While most people are still stuck using AI to write basic product descriptions or churn out ad copy, the real power of artificial intelligence in commerce lies under the hood.

How to Build SLAs for Real-Time Dashboards with AI-ETL

Your executive dashboard shows yesterday's data while your competitors make decisions with information that's minutes old. This gap isn't just an inconvenience—it's a competitive disadvantage costing businesses millions in missed opportunities, delayed responses, and stale insights. Service Level Agreements (SLAs) for real-time dashboards solve this problem by establishing measurable commitments for data freshness, accuracy, and availability.

How we built an AI-first culture at Ably

Most companies talk about being “AI-first.” At Ably, we decided to actually become one. We build realtime infrastructure for AI applications. To do that credibly, we need to live and breathe AI ourselves – not just in our product, but in how we work every day. Two years ago, we began a company-wide push for AI adoption.

From Design to Deployed: Introducing the Figma Plugin for Sauce Visual for Pixel-Perfect Releases

Bridge the disconnect between design and development. The new Figma plugin for Sauce Visual automates baseline creation, enables shift-left testing, and guarantees visual consistency with your approved Figma designs.