Banks have a long history of buying shiny new technology, bolting it onto a legacy workflow, and then acting surprised when the shiny part doesn’t magically fix the legacy part. Trade surveillance—monitoring orders, executions, and related behaviors for market abuse—has been one of the most stubborn examples. It’s mission critical, massively data-heavy, and famously prone…
PayPal’s historic BigQuery migration: why moving 300+ petabytes is really an AI strategy (not just a database project)
When a company says it migrated “more than 300 petabytes” of analytics data with “zero downtime,” my default reaction is to check whether my coffee has been replaced with an energy drink. Then I read the details, and the story gets even more interesting: PayPal’s leadership is explicitly framing an enormous data-warehouse consolidation as the…
Finding Value with AI in an Industry 5.0 Transformation: From ‘Automation for Savings’ to Human-Centric Growth
On February 26, 2026, MIT Technology Review published an item titled “Finding value with AI and Industry 5.0 transformation”. The piece sits in the increasingly crowded intersection of industrial transformation, AI adoption, and that somewhat mischievous phrase executives love: “value realization.” Unfortunately for reporters (and fortunately for paywalls), the full Technology Review page is not…
Salesforce’s “SaaSpocalypse” Moment: Why Marc Benioff Thinks AI Agents Won’t Kill SaaS (and What Actually Might)
On February 25, 2026, Salesforce CEO Marc Benioff did what every seasoned enterprise-software leader eventually learns to do: stare into the camera, acknowledge the panic, and then politely tell the market it’s being dramatic. The panic has a nickname now—“SaaSpocalypse”—a catchy way of describing investor fear that AI agents will make classic software-as-a-service business models…
India’s AI Boom Is a User Land-Grab: Why Firms Are Sacrificing Near-Term Revenue (and What Happens Next)
India has become the world’s most enthusiastic downloader of generative AI apps—and the world’s most stubborn monetization puzzle. If you’re an AI company, the country looks like a dream: hundreds of millions of smartphone users, a young population, and a national ambition to become an AI powerhouse. If you’re a CFO, it looks like a…
AWS Expands Kiro’s Agentic AI: “Design-first” and “Bug Fix” Specs Aim for Higher-Quality Code (and Fewer 2 a.m. Incidents)
Amazon Web Services (AWS) is doubling down on the idea that the best way to make AI-written code less chaotic is to give it fewer excuses to be chaotic. On February 24, 2026, DevOps.com reported that AWS extended its Kiro developer tool with two new capabilities designed to improve software quality: a Design-first specification and…
The Future Is Modular: What a Decade of Running Kubernetes Teaches Us About Platform Engineering
Somewhere, right now, a platform team is doing what platform teams do best: opening a spreadsheet, listing “things developers need,” and then quietly realizing that the list contains everything from GPU scheduling and policy-as-code to “a button that makes Kafka happen.” That moment—equal parts ambition and mild dread—is exactly why modular platform thinking is having…
AI Testing Is “Priority #1”… Until You Ask Teams to Trust It: What Leapwork’s 2026 Survey Really Reveals
AI has officially reached the part of the hype cycle where every roadmap slide contains at least one of the following words: agentic, autonomous, or the ever-popular “end-to-end”. And yet, in software testing—where “end-to-end” has a habit of turning into “end-of-quarter panic”—teams are still hesitating. A new study from test automation vendor Leapwork, summarized in…
Exploring AI in the APAC Retail Sector: From Cashierless MicroStores to Agentic Shopping Assistants (and Why 2026 Might Be the Tipping Point)
APAC retail has a long history of adopting new tech in a very “ship it, measure it, iterate” way. But over the past 18 months, something has shifted. The conversation is no longer just about AI “proofs of concept” or a shiny demo at the trade show booth next to the coffee cart. Increasingly, AI…
Microsoft’s “Budget Bytes” Wants You to Build Real AI Apps on Azure for Under $25 — Here’s What That Actually Means
When developers hear “cloud” and “AI,” we all share the same involuntary muscle memory: our eyelid twitches, we picture a runaway billing dashboard, and we start calculating how many cups of coffee we can afford after the month closes. Microsoft is leaning directly into that fear with Budget Bytes, a new developer video series from…