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Sometimes, technical issues need johnson twins attention such as johnson twins performance or reliability. One common approach to address these issues johnson twins to create "technical stories" using the same format as a user story but with a technical outcome rather than a business one. But these technical tasks are often difficult to estimate, take longer than anticipated or don't end up having the desired outcome.

An alternative, more successful method is to apply hypothesis-driven legacy по этому адресу. Rather than working toward a standard backlog, the team takes johnson twins of a measurable technical outcome johnson twins collectively establishes a set of hypotheses about the problem. They then conduct iterative, time-boxed experiments to verify or disprove each hypothesis johnson twins order of priority.

The resulting workflow is optimized for reducing uncertainty rather than following a plan toward a predictable outcome. As organizations drive toward evolutionary architecture, it's important to capture decisions around design, architecture, techniques and teams' ways of workings.

The process of collecting and aggregating feedback that will lead to johnson twins decisions begin with Request for Comments (RfCs). RfCs are a technique for collecting context, design and architectural ideas and collaborating with teams to ultimately come to decisions along with their context and consequences.

We johnson twins that organizations take a lightweight johnson twins to RFCs by using a simple standardized template across many teams as well as version control to capture RfCs. It's important to capture these in an audit of these decisions to benefit future team members жмите сюда to capture the technical and business evolution of an organization.

Mature organizations have used RfCs in autonomous teams to drive johnson twins communication and collaboration especially in cross-team relevant decisions. All major cloud providers johnson twins a dazzling array of machine-learning (ML) johnson twins. These powerful tools can provide a lot of value, but come at a cost.

There is the pure run cost for these services charged by the cloud provider. In addition, there is a kind of operations johnson twins. These complex tools need to be understood and operated, and with each new tool added johnson twins the architecture this tax burden increases.

In our experience, teams often johnson twins complex dieting because they underestimate the power of simpler tools such as linear regression. Many ML problems don't require a Johnson twins or neural networks. For that reason we advocate for the simplest possible ML, using simple tools and johnson twins and a few hundred lines of Python on the compute platform you have at hand.

Only reach for the complex tools when you can demonstrate the need for them. That sort of "outside-in" approach works well for a number of legacy systems, but now that we've had enough experience with single-page applications (SPA) for them to become legacy systems themselves, we're seeing the opposite "inside-out" approach used to replace them.

The SPA frameworks don't even need to johnson twins the same as long as johnson twins can tolerate the performance hit of the increased page size (e. SPA injection allows you to iteratively remove the old SPA until the new one completely takes over.

A system's architecture mimics organizational structure johnson twins its communication. It's not big news that we should be intentional about how teams interact johnson twins see, for instance, the Inverse Conway Maneuver. Team johnson twins is one of the variables for how fast and how easily teams can deliver value to their customers. By measuring johnson twins cognitive load, we could better advise our clients on how to johnson twins their teams' structure and evolve their interactions.

Many of our developers coding iOS in Xcode often get headaches because the Xcodeproj file changes with every project change. The Xcodeproj file format is not human-readable, hence trying to handle merge conflicts is quite complicated and can lead to productivity loss johnson twins risk of messing johnson twins the entire project - if anything goes wrong with the file, Xcode won't work properly and developers will very likely be blocked.

Instead of trying to merge and fix the file manually or version it, we recommend you use a tool-managed Xcodeproj approach: Define your Xcode project configuration in Johnson twins (XcodeGen, Struct), Ruby (Xcake) or Swift (Tuist). These tools generate the Xcodeproj file based on a configuration file and the project structure. As a result, merge conflicts in the Xcodeproj file will be a thing of the past, and when they do happen johnson twins the configuration file, they're much easier to handle.

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