Application Architecture
Top Stories
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Tip
30 Jul 2026
Automated testing is not a magic bullet
Test automation rarely serves as a shortcut to faster testing. Its greatest value lies in improving software quality, expanding coverage and enabling testers to focus on high-value work. Continue Reading
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Tip
28 Jul 2026
Rethink how you screen senior developers to produce better mentors
Traditional coding tests often miss the qualities that matter most in senior developers. Explore a hiring approach focused on code review, mentoring and practical problem solving. Continue Reading
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News
21 Dec 2022
Prospects unclear for two Nucamp coding boot camp graduates
A coding boot camp can jumpstart a career in tech, but only for those willing to go the extra mile. Here's how two non-developers fared in a four-week web development boot camp. Continue Reading
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News
16 Dec 2022
Salesforce DevOps Center ships to rein in low-code apps
Salesforce DevOps Center rolled out with features meant to bring low-code and pro-code custom apps on its CRM platform up to date with current software development practices. Continue Reading
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News
15 Dec 2022
Lego site vulnerabilities highlight API security gaps
What's old is new again: Lego site BrickLink was found vulnerable to cross-site scripting and other well-understood types of attacks, intensifying scrutiny on API security. Continue Reading
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Tip
15 Dec 2022
Tools and techniques to test Kubernetes objects
Kubernetes manifests and objects represent the baseline of code development on the platform. Here's why and how to test these integral elements of Kubernetes. Continue Reading
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News
15 Dec 2022
Spotify Plugins for Backstage aimed at developer productivity
Spotify Plugins for Backstage improves the development environment, but it can also help users tackle the developer shortage, according to one industry expert. Continue Reading
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Tip
15 Dec 2022
Best practices for low-code integration within dev pipelines
When a nontechnical team leads the charge on application development, it still falls to developers and testers to integrate low-code tools and apps into the pipeline. Continue Reading
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News
14 Dec 2022
ChatGPT writes code, but won't replace developers
Recent advancements in AI portend the rise of the robot coder. Developers will need new skills to succeed in an AI-based industry, experts say. Continue Reading
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News
13 Dec 2022
Tidelift GC: Paid open source can stave off another Log4j
If the industry wants to thwart software supply chain attacks and prevent another Log4Shell, the way forward is to pay open source maintainers, Tidelift GC Luis Villa says. Continue Reading
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Definition
13 Dec 2022
data dictionary
A data dictionary is a collection of descriptions of the data objects or items in a data model to which programmers and others can refer. Continue Reading
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Feature
12 Dec 2022
Creative AI, FinOps among hot developer trends of 2023
Here's a look at the hottest trends for application developers in 2023. Keep an eye out for decentralization, FinOps, consolidation and AI. Continue Reading
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Tip
08 Dec 2022
A primer on core development team structure concepts
To establish the right development team size, managers must look at each member's responsibilities and communication paths, as well as know when to split teams. Continue Reading
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Feature
08 Dec 2022
What I learned at a 4-week Nucamp coding boot camp
Would a four-week web development coding boot camp designed by a Microsoft veteran provide me with enough skills to land a job? I was going to find out. Continue Reading
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Definition
08 Dec 2022
native app
A native application is a software program developers build for use on a particular platform or device. Continue Reading
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Tip
07 Dec 2022
How to compare acceptance criteria vs. definition of done
Acceptance criteria and the definition of done both measure quality in product development, but the ways teams calculate and achieve these features vary dramatically. Continue Reading
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Definition
06 Dec 2022
rapid mobile app development (RMAD)
Rapid mobile application development (RMAD) uses low-code/no-code programming tools to expedite the application creation process for mobile platforms. Continue Reading
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News
01 Dec 2022
AWS DevOps tools expand low-code features, focus on devx
Many of the features of AWS CodeCatalyst and Application Composer were technically possible before, but the new services package them accessibly via a low-code UI. Continue Reading
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Definition
30 Nov 2022
pipeline as code
Pipeline as code is an approach to a continuous integration (CI) pipeline where the pipeline is expressed entirely in computer code. Continue Reading
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News
29 Nov 2022
Amazon boosts CodeWhisperer, AI and ML tools
AWS rolled out updates to a series of AI tools and services, highlighted by improvements to its CodeWhisperer coding system and Textract AI service for extracting document text. Continue Reading
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Tip
28 Nov 2022
10 training courses to prep for microservices certification
While it's not necessarily easy to become certified in microservices architecture, there are plenty of courses you can take to prep for certification exams like the S90.MSA. Continue Reading
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Definition
28 Nov 2022
use case
A use case is a methodology used in system analysis to identify, clarify and organize system requirements. Continue Reading
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News
28 Nov 2022
Small open source projects pose significant security risks
Open source security initiatives might prevent large-scale vulnerabilities such as Log4j, but smaller projects pose risks without more maintainer support, industry experts say. Continue Reading
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Definition
28 Nov 2022
debugging
Debugging, in computer programming and engineering, is a multistep process that involves identifying a problem, isolating the source of the problem and then either correcting the problem or determining a way to work around it. Continue Reading
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Definition
23 Nov 2022
software toolchain
A software toolchain is a set of software development tools used simultaneously to complete complex software development tasks or to deliver a software product. Continue Reading
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News
21 Nov 2022
Software developer layoffs and hiring freezes on the rise
As tech companies tighten their belts, developers should prepare for a tighter job market by updating resumes and expanding job searches beyond big tech, say industry experts. Continue Reading
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News
21 Nov 2022
Diffblue expands AI-powered unit testing platform
Diffblue Cover is gaining traction amidst a trend toward AI-augmented testing, say industry analysts. Cover can now run a suite of unit tests without developer intervention. Continue Reading
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Definition
17 Nov 2022
static testing
Static testing is a software testing method that examines a program -- along with any associated documents -- but does not require the program to be executed. Continue Reading
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News
16 Nov 2022
Atlassian Open DevOps tools stitch together more workflows
As all-in-one DevOps tools vendors grow, Atlassian argues users want choice; customers say third-party tools integration is a timesaver, but the company faces headwinds. Continue Reading
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Definition
16 Nov 2022
user story
A user story is a tool in Agile software development used to capture a description of a software feature from a user's perspective. The user story describes the type of user, what they want and why. A user story helps to create a simplified description of a requirement. Continue Reading
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Definition
15 Nov 2022
feature flagging
Feature flagging is a simple programming design pattern that allows developers to turn application features on or off without having to redeploy or change code already in production. Continue Reading
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Tip
14 Nov 2022
Signs of a Golden Hammer antipattern, and 5 ways to avoid it
The Golden Hammer antipattern can sneak up on a development team, but there are ways to spot it. Learn the signs, as well as some direct steps a team can take to avoid it. Continue Reading
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News
10 Nov 2022
Low-code API management tool fights complexity, with caveats
A new low-code API management tool could bring benefits such as increased speed, fewer coding errors and wider accessibility. But it must prove itself in the market. Continue Reading
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News
09 Nov 2022
GitHub security updates and Copilot expansion make waves
New features unveiled at GitHub Universe include private channels for security issues and Copilot for business, which may fall under a cloud of ongoing litigation. Continue Reading
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News
04 Nov 2022
Go updates to tackle pain points, but Golang 2 is dead
Go Day 2022 highlights include possible Go updates to tackle compatibility, security and developer pain points such as for-loop scoping. But Golang 2 will never happen. Continue Reading
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Tip
04 Nov 2022
Who writes acceptance criteria?
Product owners are usually responsible for acceptance criteria. But everyone who has a say in the final product should be involved in the process. Continue Reading
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Definition
04 Nov 2022
NIST (National Institute of Standards and Technology)
NIST (National Institute of Standards and Technology) is a nonregulatory government agency located in Gaithersburg, Md. Continue Reading
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News
03 Nov 2022
Pega CTO: Ethical AI for developers demands transparency
Pegasystems CTO Don Schuerman believes the cure for AI's ethical issues lies in broad data inputs, being sensitive to biases and algorithms that make explainable decisions. Continue Reading
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Feature
01 Nov 2022
Sustainable software needs more tools, corporate buy-in
Several tools can help developers build sustainable software, but it won't make a dent in carbon emissions without organizational support and better monitoring tools. Continue Reading
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Tip
28 Oct 2022
Why contract testing can be essential for microservices
Developers face numerous struggles trying to perform traditional, end-to-end integration testing on microservices. Contract testing presents a potential alternative. Continue Reading
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News
28 Oct 2022
For API security to succeed, devs need integrated tooling
For greater API security and clearer boundaries for developers, experts at API World called for developer-focused security tools that dovetail seamlessly into their workflows. Continue Reading
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News
27 Oct 2022
API documentation can make or break developer experience
At this week's API World, experts highlight issues with poor API documentation and suggest ways to fix it, such as ditching jargon and adopting the OpenAPI Specification. Continue Reading
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News
24 Oct 2022
Developers want improved performance, efficiency in Java 20
Java 20 will likely include useful features such as improvements to concurrency and profiling, but the incremental updates are unlikely to please everyone. Continue Reading
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Opinion
21 Oct 2022
The advancing role of data-centric developers
More than ever, increases in data-centric developer reliance, data sources and users push developers to understand IT purchasing to provide more value to data. Continue Reading
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Tip
20 Oct 2022
An overview of data-driven API testing
API testing -- including data-driven API testing -- differs from other software tests in its overall process and relevant metrics. Analytics and automation play a key role. Continue Reading
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News
20 Oct 2022
Developers warned: GitHub Copilot code may be licensed
Questions surround GitHub Copilot's use of open source code, but it's a Supreme Court decision on Warhol's art that developers should keep an eye on, according to one legal expert. Continue Reading
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News
18 Oct 2022
Oracle CloudWorld rollout includes new serverless options
New Oracle Cloud Infrastructure serverless offerings hide more of the gory infrastructure details from application developers to hasten software delivery workflows. Continue Reading
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Feature
17 Oct 2022
Fixing software developer burnout could increase retention
Software developer burnout is a pervasive issue that can cause problems for companies and their employees, but tackling it won't be easy. Continue Reading
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News
12 Oct 2022
Google Software Delivery Shield braces supply chain security
Software Delivery Shield reduces security risks across the development pipeline -- but it also increases developer productivity, according to industry experts. Continue Reading
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Tip
12 Oct 2022
Explore the benefits of Docker for testers, QA teams
From simplified test setup to enhanced isolation, Docker containers offer a range of advantages to QA engineers. Containers also encourage earlier, and more frequent, testing. Continue Reading
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News
11 Oct 2022
Tech for democracy gains traction but may pay lip service
The Copenhagen Pledge on Tech for Democracy highlights how tech can crumble or shore up democracy and human rights. But it lacks action and accountability, industry experts say. Continue Reading
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Feature
11 Oct 2022
HubSpot DEI program shores up software engineer shortage
HubSpot has been building its DEI program for years, which includes in its hiring practices. By focusing on a more diverse talent pool, the company has found it can better manage the software engineer shortage. Continue Reading
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Tip
11 Oct 2022
The role of the T-shaped software tester in modern dev
While a T-shaped tester delivers a powerful and specialized skill set, continuous learning should be an ongoing priority for all software team members. Continue Reading
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News
03 Oct 2022
EvolveWare feature adds agility to application modernization
EvolveWare's Intellisys gives enterprises a business rules extraction option that won't lock up legacy or modernized applications when code changes are required. Continue Reading
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News
29 Sep 2022
Climate LLC taps feature flags for mobile app development
Feature flags facilitated fast rollbacks and trunk-based mobile development for a digital farming software maker amid volatility due to business growth and climate change. Continue Reading
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News
29 Sep 2022
Environments as a service tackle development bottlenecks
Environments as a service are gaining traction as a tool to reduce delays, manage environments and improve developer productivity, according to industry analysts. Continue Reading
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News
28 Sep 2022
Intel SDKs give developers tools for AI, quantum software
Intel launched new SDKs for AI and quantum computing and added tools underpinned by the Intel Developer Cloud in an effort to attract developers to build on its hardware. Continue Reading
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Feature
26 Sep 2022
A breakdown of new features in Micronaut 3
Micronaut 3.0's updates to annotation changes bean management and injections may intrigue developers working on coding paths and error handling for microservices. Continue Reading
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Feature
22 Sep 2022
Globalization won't fix software engineer shortage
While a global talent search can fill niche positions and diversify a development team, it isn't a silver bullet for the software engineer shortage, experts say. Continue Reading
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News
21 Sep 2022
Harness CTO: Where shift left goes wrong
In this Q&A, Harness' field CTO Nick Durkin shares his thoughts on the impossible burden that shift left places on developers and what can be done to lessen the load. Continue Reading
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Tip
20 Sep 2022
The major differences between QA and SDETs
How do SDET and QA roles differ? The similar positions both focus on code testing, but it's their unique focuses that makes them a valuable part of an Agile team. Continue Reading
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Feature
15 Sep 2022
Experts: 3 trends in software development worth following
Trends come and go, but AIOps and MLOps, spatial computing, and a low-code and high-code toolkit are the future of software development, industry experts say. Continue Reading
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News
14 Sep 2022
AutoRabit tool seeks to simplify Salesforce security for DevOps
OrgScan extends CodeScan's security scanning ability in Salesforce. CodeScan Shield aims to simplify security for devs as the trend to shift left continues, industry analysts say. Continue Reading
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Tip
13 Sep 2022
Make quality a priority in your software engineering culture
A software team needs quality to ensure a strong product. Here are some ways to implement quality in all facets of development and build it into every software release. Continue Reading
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News
13 Sep 2022
COBOL application modernization tools and techniques
COBOL code modernization options range from a simple, yet expensive, application re-write to automated tools that can convert code and extract business rules. Continue Reading
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News
08 Sep 2022
5 reasons to prioritize application modernization
Application modernization should be at the top of an enterprise's to-do list for five reasons, including security concerns, staffing shortages and competitive differentiation. Continue Reading
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News
06 Sep 2022
Xandr's bumpy ride to AI software test automation success
AI-based software testing tool Mabl reduced bugs and testing complexity for advertising company Xandr, but the initial implementation process was far from smooth. Continue Reading
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News
31 Aug 2022
CodeSee brings code mapping tool to enterprise developers
CodeSee, which maps code for the entire development pipeline, fills a market need for simplification in the face of growing complexity, according to one analyst. Continue Reading
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News
29 Aug 2022
Heroku to end free tiers, creating platform void for devs
Heroku will cease offering its free tiers this November, leaving developers to choose from an array of alternatives that don't quite match up, according to industry experts. Continue Reading
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Tip
26 Aug 2022
How you can incorporate lean coffee for Agile, QA meetings
Don't let formal meeting agendas turn away attendees. The lean coffee format encourages participation and idea sharing on topics to drive conversation in numerous settings. Continue Reading
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News
26 Aug 2022
Intel's Wei Li on low-code/no-code AI and sentience
Wei Li, Intel's vice president and general manager of AI and analytics, outlines how low-code/no-code AI can help developers and chimes in on the sentient AI debate. Continue Reading
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Tip
25 Aug 2022
3 common CQRS pattern problems, and how teams can avoid them
While CQRS can provide a lot of value when it comes to structuring an event-driven architecture, improper practices can cause this pattern to be more of a burden than a blessing. Continue Reading
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News
24 Aug 2022
PyPI phishing renews call for mandatory 2FA, package signing
Some developers view compulsory 2FA and package signing as a threat to productivity, but industry experts say such requirements are inevitable amid ongoing cyberattacks. Continue Reading
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News
24 Aug 2022
Low-code platforms create call for business-savvy developers
The rising popularity of low-code platforms may mark a decline for coding as a job priority, but demand is up for developers with a strong grasp of business knowledge, say experts. Continue Reading
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Tip
23 Aug 2022
The 5 prevailing Agile pitfalls that prevent true adoption
To successfully implement Agile and maintain its momentum, teams must often overcome a predictable series of both technical and cultural adoption challenges. Continue Reading
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Tip
22 Aug 2022
Why security chaos engineering works, and how to do it right
While 'chaos' doesn't sound like something software security managers would want, chaos engineering has an enticing amount of value when it comes to identifying potential threats. Continue Reading
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News
12 Aug 2022
Kubernetes training, tech can tackle orchestration pain
DevOps can force developers to work outside their comfort zone and create frustration, but the right Kubernetes training and tools can ease the burden. Continue Reading
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News
10 Aug 2022
COBOL programming skills gap thwarts modernization to Java
The challenge of migrating COBOL applications to run in the cloud is made nearly impossible with tricky line-to-line conversions and a lack of developers with the right skills. Continue Reading
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News
08 Aug 2022
Devs don't trust AI in software testing
Artificial intelligence can eliminate mundane testing tasks and reduce bugs without human intervention, but its inner machinations make testers uneasy. Continue Reading
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News
05 Aug 2022
Velocity-over-quality mindset leads to software testing gaps
Insufficient software testing happens because of a lack of talent, time and cash. But inattentive CEOs and development methodologies such as Agile also contribute to the problem. Continue Reading
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Tip
03 Aug 2022
7 essential GitHub features for dev, project management
When teams use GitHub, they want features that simplify project management and enable more control. Here are seven features to tinker with during application development. Continue Reading
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News
02 Aug 2022
GitHub launches Projects, ratcheting up dev ecosystem battle
GitHub Projects brings new features to GitHub developers, but users of other application lifecycle management tools such as Jira are unlikely to make the switch. Continue Reading
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Definition
01 Aug 2022
green software
Green software, also known as sustainable software, is software that is designed, developed and implemented to limit energy consumption and have minimal environmental impact. Continue Reading
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News
29 Jul 2022
Developer search engine for code snippets comes with caveats
The YouCode search engine gives developers a fast way to find code snippets. But, like any code completion tool, results should be taken with a grain of salt. Continue Reading
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Feature
28 Jul 2022
Why API naming conventions matter, and how to master the art
Naming APIs can be a daunting process, since it requires a balance between simplicity and clarity. JJ Geewax, author of 'API Design Patterns,' has some advice for developers. Continue Reading
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News
28 Jul 2022
CircleCI and GitLab integration expands DevOps tool choices
CircleCI expands code repository choices, benefitting mutual customers of the highly optimized platform, say industry analysts. Continue Reading
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News
26 Jul 2022
Shadow cast over future of Google's C++ replacement
A C++ replacement is long overdue, but Google's experimental language, Carbon, is far from a perfect solution, some industry experts say. Continue Reading
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Podcast
25 Jul 2022
The awkward state of the remote vs. in-person work debate
TechTarget senior news writer Beth Pariseau discusses return-to-work initiatives for IT pros and in-person tech conferences coming back onto the schedule. Continue Reading
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News
22 Jul 2022
Developers beware: AI pair programming comes with pitfalls
Despite the promise of faster coding, AI pair programming has a host of pitfalls, including inapplicable code suggestions, security flaws and copyright issues. Continue Reading
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Tip
21 Jul 2022
Here's why you still need exploratory testing documentation
While documentation is an important part of exploratory testing, it doesn't have to be extensive -- and it shouldn't get in the way of learning about the software. Continue Reading
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Tip
21 Jul 2022
Top 12 application performance monitoring tools
Discover the basic capabilities to evaluate when choosing an APM tool, and then review a list of APM vendors to help you get started with your selection process. Continue Reading
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News
20 Jul 2022
Front-end build tool Vite.js speeds up development
JavaScript development server and bundler Vite.js brings multiple enhancements with the release of Vite 3.0. Continue Reading
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Tip
19 Jul 2022
Emphasize culture in your Agile implementation approach
Team structure and culture should be a primary focus during any shift to Agile principles and methodologies. Continue Reading
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Tip
18 Jul 2022
A quick glance at the history of C programming languages
Since C hit the scene in 1972, the language has continuously evolved to stay relevant in modern development. We examine C's history and why it's still relevant. Continue Reading
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News
15 Jul 2022
Consultancy benefits from green coding certification mandate
In this Q&A, GFT CTO Dean Clark details how his company's green coding certification program is bringing benefits beyond higher-quality, more efficient code. Continue Reading
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News
14 Jul 2022
Developer shortage fuels rise in low-code/no-code platforms
Halfway through 2022, interest in low-code/no-code platforms is not slowing down. Experts say the developer shortage is one of the biggest factors as companies continue to invest. Continue Reading
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News
12 Jul 2022
New JavaScript runtime Bun challenges Deno, Node.js
Beta release of JavaScript runtime Bun promises to speed up development with an array of out-of-the box features. Continue Reading
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Tip
11 Jul 2022
Explore common types of Agile teams
Agile methodologies can take many forms, and one Agile team can look and perform very differently from the next. Communication, however, is always key. Continue Reading
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Feature
08 Jul 2022
No-code API tools for Excel wrangle data
Tampa-based Vault Insurance struggled with analyzing spreadsheets at scale until it purchased spreadsheet-to-API software Coherent Spark. Continue Reading
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Definition
07 Jul 2022
parser
In computer technology, a parser is a program that's usually part of a compiler. It receives input in the form of sequential source program instructions, interactive online commands, markup tags or some other defined interface. Continue Reading
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Tip
30 Jun 2022
A 7-point language comparison of Ballerina vs. Golang
This comparison takes a look at both Ballerina and Golang, including their support for high-level programming, libraries, built-in management features and community support. Continue Reading
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Tip
29 Jun 2022
CircleCI vs. GitHub Actions: CI/CD platform comparison
Learn the differing features, commands and perks that make CircleCI and GitHub Actions distinct CI/CD platforms. Then, decide which offering meets your team's needs. Continue Reading