March 25, 2023


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Architectural Frameworks, Patterns, and Ways Are No Substitute for Making Your Personal Choices

Architectural Frameworks, Patterns, and Ways Are No Substitute for Making Your Personal Choices

Key Takeaways

  • Software program frameworks tremendously amplify a group’s productiveness, however in doing so that they make selections that aren’t all the time straightforward to see. When selecting a framework, take into account the way it makes selections that have an effect on your utility’s structure by contemplating the way it handles High quality Attribute Necessities (QARs). 
  • Don’t let a framework take over your utility. By making key selections for you, a framework makes sure issues simpler, however at a value: it additionally limits your flexibility in the way you do different issues, together with how or whether or not you should use different frameworks. 
  • Frameworks are usually not straightforward to stroll away from. They have a tendency to have an effect on the best way that your purposes have a look at your drawback area. It’s the traditional hammer-nail drawback; for instance: for those who select to make use of a guidelines engine, you begin fascinated with dealing with all conditional logic as the appliance of a rule, even when that’s not the easiest way to deal with the issue.
  • Patterns make selections too. Understanding the design selections related to a selected sample, in addition to which selections have to be made when implementing it, is a essential think about utilizing a sample efficiently.
  • Architectural techniques can assist you tackle QARs. You might want to make architectural selections to fulfill QARs and these selections could be carried out through the use of architectural techniques. It is very important absolutely perceive selections and their implications earlier than deciding to make use of techniques to implement them, and to not over-design through the use of pointless techniques. 


In earlier articles, we’ve explored how selections are the inspiration of architecting software program programs. In “Software program Structure: It May Not Be What You Assume It Is”, we argue that software program structure is about capturing selections, not describing construction, and in “Why You Ought to Care About Software program Structure”, we state that higher consciousness of the implicit architectural selections growth groups are making, and forcing these selections to be made explicitly, can assist them make higher, extra knowledgeable selections utilizing the empirical information they achieve from their sprints/iterations.

Among the many most essential architectural selections a group will make are decisions in regards to the frameworks they may use, the patterns they may make use of, and the architectural techniques they may use. Consideration of the advantages and limitations of every of those shapes the selections the group makes and the ensuing structure of the system.

Frameworks, patterns, and techniques can assist a group to extra shortly develop a Minimal Viable Structure (MVA) for his or her utility, however there are potential issues that the group might want to take into account in utilizing them, lest they create an MVA that ends in substantial rewriting when implicit selections made by the frameworks, patterns, and techniques are later discovered to be incorrect. Please see “A Minimal Viable Product Wants a Minimal Viable Structure” and “Minimal Viable Structure in Apply: Making a Residence Insurance coverage Chatbot” for extra particulars on MVAs.

Software program Frameworks

Software program frameworks are summary, extensible code libraries that may be tailored to particular functions by builders. Fashionable software program programs couldn’t be constructed with out them, and so they let builders concentrate on their distinctive value-added options with out having to develop all of the supporting software program that each system wants. Frameworks can vastly enhance productiveness, however at a value: it’s a must to work the best way they need you to work, and so they can introduce undesirable uncomfortable side effects like hidden safety vulnerabilities or hidden architectural weaknesses.

Don’t let a framework take over your utility. Frameworks generally tend to take over the appliance, even to the purpose that it colours the best way the event groups have a look at the issue they’re fixing. Utilizing a rules-engine framework, for instance, is highly effective if what it’s a must to cope with are selections based mostly on information, however we’ve seen groups begin to contort their utility to make every thing right into a rule in order that they’ll use some enticing characteristic of the framework. In doing so, they missed alternatives for fixing sure issues in less complicated and extra simple methods.

Perceive the selections the framework is making for you. Within the context of software program structure, a framework has the impact of creating architectural selections for you. The issue with most frameworks is that they aren’t express and clear in regards to the architectural selections they’re making. These selections could also be acceptable on your system, or they might not; it’s as much as you to do your homework so you may determine if the framework will give you the results you want. This may occasionally lengthen to really constructing some essential a part of the system utilizing the framework in an effort to confirm that it’ll meet your system’s QARs.

For instance, an open-source, reusable framework such because the Spring framework can be utilized to develop a spread of Java purposes and has grow to be extremely popular within the Java neighborhood. Since it’s massive and pretty complicated, builders want important coaching and expertise to make use of this framework successfully. 

Spring Boot is a Spring Framework extension that allows builders to quickly create stand-alone, manufacturing high quality purposes that leverage the Spring framework, with a lot much less coaching and expertise. Spring Boot achieves this stage of developer productiveness by making a lot of design selections, together with deciding on the “finest” configuration (based on the Spring Boot designers) and use of the Spring platform and third-party libraries. 

Selecting a framework like Spring Boot can considerably speed up utility growth and implementation, however builders want to grasp the selections that the framework implicitly makes for them, as they might want to regulate and even reverse them to make sure that the appliance stays sustainable because it evolves past its preliminary launch. Within the case of Spring Boot, these selections embody which configuration defaults to make use of, and which packages have to be put in for the dependencies required by the appliance. 

Plan to remain present on the framework. Frameworks, like every other code, have inherent flaws together with safety vulnerabilities that will stay hidden for years. In contrast to code they handle themselves, organizations often rely on others to replace the framework, which might be one other firm or the maintainers of an open-source mission. Even when new framework variations are launched, the organizations who use the framework should actively work to improve their purposes to the most recent model. Utilizing previous variations of frameworks is a significant supply of safety vulnerabilities, imposing important dangers that stay hidden to the inattentive.

Don’t select a framework as a result of some big-name firm makes use of it. Some individuals fall right into a entice once they select frameworks: as a result of some big-name firm makes use of the framework, or possibly even developed the framework, it have to be good. Little question it’s good, in lots of respects, however that huge firm might not have the identical context and challenges that you’ve got. Whether or not you determine to guage the standard attributes of the framework or not, you make an architecturally-significant resolution. It’s finest to do that with your personal information relatively than trusting that another person has accomplished the give you the results you want.

Don’t let your group’s expertise lapse. As a result of frameworks deal with complicated issues in such a clear manner, builders who use frameworks might lose, or by no means develop, the flexibility to grasp or develop the code that the framework replaces. Consequently, they might not perceive the architectural decisions that they’re inherently making once they select a selected framework.

Consequently, utilizing a framework can not substitute for sound architectural design; builders making architectural selections should perceive the trade-offs the framework makes, and when these trade-offs might grow to be unacceptable. A few of this information could be gleaned from speaking to different builders who use the frameworks, to grasp the assumptions the framework makes and the restrictions these assumptions might impose. Neighborhood information could also be ample to exclude sure frameworks from consideration, however the final check of any framework is to check the system in opposition to its High quality Attribute Necessities (QARs).

Plan for changing the framework. Understanding the selections made when deciding on the framework is particularly essential if the framework must be changed, comparable to is the case if the framework modifications in undesirable methods or is going through end-of-life/non-support. Frameworks come and go, and failing to plan for obsolescence can go away a growth group going through pricey rewrites or replacements. Even business frameworks could be end-of-lifed because of mergers or altering enterprise circumstances. Figuring out the price of adapting a system to framework alternate options is all the time an essential think about making architectural selections.

Programming languages have grow to be frameworks-in-hiding. It’s price a second to contemplate the programming language as a sort of framework. Initially, higher-level languages have been little greater than an abstraction of the underlying {hardware}, however they’ve step by step expanded in scope so that just about all trendy languages now embody substantial libraries to cope with sure sorts of issues, and a few are even optimized for coping with sure sorts of issues.  Even comparatively “historical” languages like COBOL impose on their programmers a sure perspective that, when it really works, saves effort and time, and when it doesn’t work, creates extra work and makes sure sorts of issues not possible to unravel (attempt fixing matrix algebra issues with COBOL, for instance.) The selection of a programming language is among the most architecturally-significant selections a group could make.

Ecosystems signify an excessive case of frameworks 

Ecosystems like Amazon Internet Companies (AWS) or Microsoft’s Azure present complete households of frameworks that work collectively in a harmonious manner. In selecting them, a group implicitly makes a lot of selections about how they’re going to work and the way their system will resolve an enormous array of issues. 

All feedback we’ve made about frameworks apply to ecosystems, however to an excessive diploma: groups want to grasp what selections are being made by the ecosystem and its frameworks as a result of the price of abandoning the ecosystem and selecting a special one will in all probability require a considerable rewrite of the appliance. Early within the growth of the appliance, it’s worthwhile to determine whether or not you might be able to make that type of dedication. 

One factor to contemplate about ecosystems is that their final objective, for the seller, is to maintain customers of the ecosystem inside the ecosystem. Consequently, it’s just about not possible to maneuver to a special ecosystem with no substantial rewrite of the appliance. As soon as dedicated to an ecosystem, organizations additionally have to be cautious of getting the price of utilizing the ecosystem rise over time, because the vendor is aware of that the price of leaving the ecosystem could be very excessive. Entry-level pricing shouldn’t be assumed to final perpetually.


Patterns are reusable, confirmed options aiming to unravel widespread software program design issues inside a given context. Architectural patterns could be regarded as packages of architectural design selections, and these selections have to be absolutely understood when utilizing a sample. Understanding the context wherein the answer works is important. Patterns could be helpful when utilized in the appropriate context. They’ll allow builders to construct higher software program sooner, by leveraging sound design approaches already in use. Maybe much more importantly, they’ll present a helpful widespread language to explain software program challenges and potential methods to handle them, offering that the sample definition and outline are accepted by a majority of IT practitioners. 

Patterns could also be tougher to make use of than you thought initially. Patterns are sometimes “merely” conceptual; that’s, they aren’t realized in code however are merely algorithmic in nature. This doesn’t imply that they lack worth, since typically having a brand new manner to have a look at the issue is the important thing to creating an awesome resolution. However when patterns are merely conceptual, the act of realizing them in code is typically fairly difficult to do for the overall case; patterns are generic as a way to be reusable, and instantiating a sample to create a design in a selected context requires important expertise. 

As well as, Inappropriate use of a sample might lead to a needlessly complicated architectural design and convoluted utility code when issues are usually not sufficiently remoted; the extra common a sample, the extra seemingly it’s that the underlying issues can’t be remoted, which in flip makes the sample much less common and reusable. As well as, patterns might not take note of the affect of the answer they supply on a few of the QARs comparable to scalability or efficiency, and will have to be complemented with acceptable techniques to handle this shortcoming.  Asking questions comparable to “is it useful?”, “is it helpful?”, and “is it testable?” helps consider a sample for potential use.

Patterns make selections too. Understanding the design selections related to a selected sample, in addition to which selections have to be made when implementing it, is a essential think about utilizing a sample efficiently. As we talked about in a earlier article, the essence of structure consists of the set of selections that outline and constrain the technical elements of the product. These selections exist no matter which method the group takes. Utilizing a sample ends in the group making a lot of design selections, consciously or tacitly.

For instance, the layered structure sample, a preferred sample with software program architects, designers, and builders, divides the software program system into models (“layers”) that may be developed and developed individually with minimal interplay between the layers. The sample itself doesn’t specify which layers ought to be used or what number of layers ought to be carried out. It doesn’t point out which applied sciences ought to be used to implement the layers, how the layers ought to interface with one another, or how the appliance code ought to be packaged and run. This sample is usually carried out as a 4 layer structure (Presentation Layer, Enterprise Logic Layer, Information Entry Layer, and Information Retailer Layer), with the code packaged in 3 tiers (Presentation Tier, Software Tier, Information Tier) – see Determine 1 under.

Architectural Frameworks, Patterns, and Ways Are No Substitute for Making Your Personal Choices

Determine 1: Pattern Layered Structure Sample Implementation

Nonetheless, selections comparable to what number of layers, what number of tiers, or which applied sciences ought to be used, are left to the implementation group, relying on the QARs that have to be met. Consequently, utilizing this sample might lead to totally different system designs, relying on these selections.

Between a sample’s idea and its implementation, issues can get misplaced. This isn’t distinctive to patterns, however utilizing patterns amplifies the issue: Within the layered structure sample, the layers themselves appear fairly clear, however there may be usually little in written code, and nothing within the executing code, that truly distinguishes or enforces the sample; the layer is solely an idea within the thoughts of the developer. Consequently, there may be usually little that may be examined to make sure that the sample is enforced. If implementing the sample is essential to the group, it must invent methods to guage adherence to the sample.


Ways are selections that obtain the implementation of a number of high quality attribute necessities. They’re much extra particular than patterns, and less complicated to implement, however might have uncomfortable side effects that have to be addressed. They supply an efficient method to fulfill QARs, based mostly on information and expertise gained over years by software program architects and engineers. 

Choosing acceptable architectural techniques. Choosing and making use of architectural techniques is a confirmed method to addressing particular high quality attribute necessities. Architectural techniques are a longtime concept, which got here from analysis on the Software program Engineering Institute at Carnegie Mellon College (SEI/CMU), initially to handle a few of the shortcomings of architectural patterns. An architectural tactic is a design resolution that impacts how the system implements a number of high quality attribute necessities. Ways are sometimes (however sadly not all the time) documented in catalogs as a way to promote the reuse of this information amongst architects. 

For instance, information distribution is an efficient scalability tactic. Information distribution includes partitioning information for particular providers, by splitting database rows utilizing some standards, for instance, buyer identifier. This tactic ought to be used for particular databases that will expertise points when attempting to deal with massive workloads. Specializing in database scalability first, since databases are sometimes the toughest element to scale in a software program system, is an effective method to addressing particular scalability necessities.

Architectural techniques allow you to tackle high quality attribute necessities. Useful necessities are often effectively documented and thoroughly reviewed by enterprise stakeholders, whereas QARs is probably not so effectively documented and thoroughly reviewed. They could be offered as a easy checklist that matches on a single web page. They is probably not rigorously scrutinized and are typically acknowledged as truisms, comparable to “have to be scalable” and “have to be extremely usable.”

Nonetheless, our view is that QARs drive the architectural design. We have to make architectural selections to fulfill high quality attributes. These selections usually are compromises, as a result of a choice made to higher implement a QAR might negatively affect the implementation of different QARs. Precisely understanding QARs and tradeoffs is among the most essential stipulations to adequately architect a system. Architectural selections are sometimes focused to search out the least-worst choice to stability the tradeoffs between competing QARs. Each selection has uncomfortable side effects which may, in some unspecified time in the future, invalidate the choice. There aren’t any “proper solutions”, solely selections which might be “enough for a selected state of affairs”. These selections might be carried out through the use of architectural techniques, and you will need to absolutely perceive the selections earlier than deciding to make use of the techniques to implement them. Additionally it is essential to remember Steady Structure Precept # 3 “Delay design selections till they’re completely needed”, and to not over-design through the use of pointless techniques.


Don’t make too nice a dedication to any explicit framework, sample, or tactic earlier than it’s worthwhile to. As a substitute, leverage the MVA idea to make solely the minimal set of selections that it’s worthwhile to as a way to implement the MVP, concentrate on the selections that every of those is making, and determine for your self whether or not these selections are best for you to realize your QARs. 

Frameworks, Patterns, and Ways could be mixed to some extent. For instance, Spring Boot can be utilized to develop elements of a software program system that makes use of the layered structure sample. Ways can be utilized to handle sample shortcomings if a sample doesn’t take note of the affect of the answer it gives on a few of the QARs. Nonetheless, it’s worthwhile to needless to say each frameworks and patterns make selections in your behalf, and a few of these selections might battle with one another whenever you try to mix a framework and a sample.

As you evolve the MVP, incrementally undertake frameworks, patterns, and techniques solely as a lot as it’s worthwhile to evolve the product increment. Be particularly cautious of ecosystem-related selections, as these are nearly not possible to reverse with out beginning over. And all through, don’t lose sight of your objective–validate whether or not your assumptions in regards to the frameworks, patterns and techniques are legitimate and whether or not your resolution to make use of them will allow you to fulfill your QARs