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Deploying Google Cloud (GCP) resources via Azure Pipelines used to require service account keys. Today, however, Azure DevOps OIDC tokens can be exchanged to Google credentials using Google Cloud Workload Identity Federation. This blog uses the Google Cloud Auth to do so. Azure DevOps Google Cloud Deployment Pipeline Overview The high-level deployment pipeline consists of two steps.
Technology providers must commit to building customer trust by enhancing the transparency of their systems and ensuring adherence to prevalent regulatory standards and mandates.
It's incredibly common to convert objects to dictionaries/maps and back, for all sorts of reasons. Jeff 's co-worker was tasked with taking a dictionary which contained three keys, "mail", "telephonenumber", and "facsimiletelephonenumber" into an object representing a contact. This was their solution: foreach ( string item in _ptAttributeDic.Keys) { string val = _ptAttributeDic[item]; switch (item) { case "mail" : if ( string.IsNullOrEmpty( base.
Other industry sectors should keep a close eye on the critical milestones and pitfalls of the biotech/healthcare space - with an eye toward what platform, product, service innovations, and architectures may have a potable value proposition within your industry. The Stanford Institute for Human-Centered AI (HAI) is doing great work fielding research in healthcare with quantifiable results that offer a window into AI as a general applied technology in this vast but shallow early implementation pha
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
The EU NIS2/DORA regulatory framework is a guide designed to help you navigate these complex regulations while keeping their core objectives front and center.
With proper instruction, LLMs can be highly effective coding assistants. This step-by-step guide shows you how to generate a call to an external API using Python and the OpenAI API.
With proper instruction, LLMs can be highly effective coding assistants. This step-by-step guide shows you how to generate a call to an external API using Python and the OpenAI API.
I’m delivering my “Testing Without Mocks” training course at the Craft Conference in Budapest, Hungary on May 28th and 29th. Buy tickets here. Course Description Programmers need automated tests to avoid wasting huge amounts of time manually checking and fixing code. But automated tests also tend to waste a huge amount of time: Flaky tests fail randomly.
As I am en route to see my first total solar eclipse, I was curious how hard it would be to compute eclipses in Python. It turns out, ignoring some minor coordinate system head-banging, I was able to get something half-decent working in a couple of hours. I didn't want to go deep on celestial mechanics, so I decided to leverage Python's fantastic ecosystem for everything.
I’m giving a talk about FaST (Fluid Scaling Technology) at the Craft Conference in Budapest, Hungary. It's May 30th and 31st and has an incredible speaker lineup. I’m looking forward to presenting my latest learnings about FaST: How can multiple teams work together on a single product? The common wisdom is to carefully align teams and responsibilities to create autonomous teams.
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