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Can Gen-AI understand Payments?

When it comes to rolling out updates to large complex banking systems, things can get messy quickly. Of course, the holy grail is to have each subsystem work well independently and to do some form of Pact or contract testing – reducing the complex and painful integration work. But nonetheless – at some point you are going to need to see if the dog and the pony can do their show together – and its generally better to do that in a way that doesn’t make millions of pounds of transactions fail – in a highly public manner, in production.  (This post is based on my recent lightning talk at  PyData London ) For the last few years, I’ve worked in the world of high value, real time and cross border payments, And one of the sticking points in bank [software] integration is message generation. A lot of time is spent dreaming up and creating those messages, then maintaining what you have just built. The world of payments runs on messages, these days they are often XML messages – and they ...

Development and test environments - on demand at the press of a button (That actually work!)

“Works on my machine!” “Fails most epicly on my test system!” “Oh, wait… it works on CI but fails in Test env 3.” Sound familiar? These sorts of conversations are thankfully a thing of the past.  Wait, hold on - are you still having these sorts of conversations? That's probably because you are working somewhere where the development, test, production & CI servers are being created by people, painfully, once. Alexander the Great cutting through the Gordian knot of a particularly gnarly micro-service deployment. You set up your laptop, you pray to the god of operating system patches and upgrades and hope that nothing ever changes (ever). You're gonna be the last person in the team to take that new Mac OS upgrade - let the rest of the team run through those mine fields first. And the test systems? Last time you asked for a new one of those your programme manager ended up on new & stronger heart meds. Luckily, there are tools that can help.  Gitpod , for example, allows yo...