{"id":1452,"date":"2025-06-01T13:15:36","date_gmt":"2025-06-01T07:45:36","guid":{"rendered":"https:\/\/www.techandtrain.com\/blog\/?p=1452"},"modified":"2025-10-22T14:50:32","modified_gmt":"2025-10-22T09:20:32","slug":"common-technical-challenges-in-software-engineering-grouped-by-category-part-1-collated-from-ai","status":"publish","type":"post","link":"https:\/\/www.techandtrain.com\/blog\/2025\/06\/common-technical-challenges-in-software-engineering-grouped-by-category-part-1-collated-from-ai\/","title":{"rendered":"Common technical challenges in software engineering, grouped by category &#8211; Part 1 (Collated from AI)"},"content":{"rendered":"\n<p>Here are common technical challenges in software engineering, grouped by category, that developers and architects frequently face:<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ember1447\">1. Scalability<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Horizontal vs vertical scaling<\/li>\n\n\n\n<li>Handling increased load (users, data, transactions)<\/li>\n\n\n\n<li>Designing for elasticity in cloud-native environments<\/li>\n\n\n\n<li>Bottlenecks in monoliths or microservices<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ember1449\">2. Performance Optimization<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Slow I\/O or database queries<\/li>\n\n\n\n<li>Memory leaks or CPU spikes<\/li>\n\n\n\n<li>Improper use of caches or data structures<\/li>\n\n\n\n<li>Suboptimal algorithms and N^2 complexities<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ember1451\">3. Concurrency &amp; Parallelism<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Race conditions and deadlocks<\/li>\n\n\n\n<li>Thread safety in multi-threaded environments<\/li>\n\n\n\n<li>Synchronization of distributed systems (e.g., CAP theorem)<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ember1453\">4. Software Architecture<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Choosing between monolith vs microservices vs serverless<\/li>\n\n\n\n<li>API versioning and backward compatibility<\/li>\n\n\n\n<li>Poor modularization or lack of separation of concerns (SoC)<\/li>\n\n\n\n<li>Overengineering or underengineering<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ember1455\">5. Technical Debt<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Legacy codebases that are hard to maintain<\/li>\n\n\n\n<li>Lack of proper refactoring cycles<\/li>\n\n\n\n<li>Short-term fixes that create long-term problems<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ember1457\">6. Integration Issues<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Incompatible third-party libraries or APIs<\/li>\n\n\n\n<li>Changing dependencies or broken integrations<\/li>\n\n\n\n<li>Data format mismatches (e.g., JSON vs XML)<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ember1459\">7. Security Vulnerabilities<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Improper authentication\/authorization (e.g., broken JWT logic)<\/li>\n\n\n\n<li>SQL injection, XSS, CSRF, SSRF, RCE<\/li>\n\n\n\n<li>Insecure data storage or transmission<\/li>\n\n\n\n<li>Dependency security (vulnerable libraries)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ember1461\">8. Testing and Quality Assurance<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Flaky or non-deterministic tests<\/li>\n\n\n\n<li>Insufficient test coverage (unit, integration, E2E)<\/li>\n\n\n\n<li>Poor CI\/CD test automation<\/li>\n\n\n\n<li>Hard-to-test code due to tight coupling<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ember1463\">9. DevOps &amp; Deployment<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Misconfigured pipelines (CI\/CD)<\/li>\n\n\n\n<li>Rollbacks and hotfixes under pressure<\/li>\n\n\n\n<li>Environment drift between dev, staging, and prod<\/li>\n\n\n\n<li>Downtime during updates<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ember1465\">10. Data Management<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Schema evolution and migrations<\/li>\n\n\n\n<li>Data inconsistency in distributed databases<\/li>\n\n\n\n<li>Real-time vs batch processing design<\/li>\n\n\n\n<li>Data loss or corruption due to logic bugs<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ember1467\">11. Code Quality &amp; Maintainability<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Poor documentation or unclear logic<\/li>\n\n\n\n<li>Lack of coding standards\/enforcement (e.g., linters)<\/li>\n\n\n\n<li>Overcomplex logic or \u201cspaghetti code\u201d<\/li>\n\n\n\n<li>Regressions due to untracked dependencies<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ember1469\">12. Tooling &amp; Environment Challenges<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>IDE or build tool inconsistencies<\/li>\n\n\n\n<li>Dependency\/version conflicts (e.g., Python virtualenv, npm)<\/li>\n\n\n\n<li>Debugging across environments (prod vs local)<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ember1471\">13. Internationalization and Localization<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Unicode and encoding bugs<\/li>\n\n\n\n<li>RTL\/LTR layout issues<\/li>\n\n\n\n<li>Locale-specific formatting and translations<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ember1473\">14. Time and Timezone Issues<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Daylight saving time (DST) bugs<\/li>\n\n\n\n<li>Timezone handling in logs and UIs<\/li>\n\n\n\n<li>Clock drift in distributed systems<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ember1475\">15. Networking and Distributed Systems<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Latency, jitter, and packet loss handling<\/li>\n\n\n\n<li>Service discovery and load balancing<\/li>\n\n\n\n<li>Retry storms and cascading failures<\/li>\n<\/ul>\n\n\n\n<p>LinkedIn: <a href=\"https:\/\/www.linkedin.com\/in\/neil27\/\"><strong>Neil Harwani | LinkedIn<\/strong><\/a><a href=\"https:\/\/www.linkedin.com\/in\/neil27\/\"><\/a><\/p>\n\n\n\n<p>Email me: <a href=\"mailto:Neil@HarwaniSytems.in\"><strong>Neil@HarwaniSytems.in<\/strong><\/a><\/p>\n\n\n\n<p>Website: <a href=\"http:\/\/www.harwanisystems.in\/\"><strong>www.HarwaniSystems.in<\/strong><\/a><\/p>\n\n\n\n<p>Blog: <a href=\"http:\/\/www.techandtrain.com\/blog\"><strong>www.TechAndTrain.com\/blog<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Here are common technical challenges in software engineering, grouped by category, that developers and architects frequently face: 1. Scalability 2. [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1453,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"nf_dc_page":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[18],"tags":[264,439,335,440],"class_list":["post-1452","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-architecture","tag-architecture","tag-common-technical-challenges","tag-debugging","tag-software-engineering"],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2025\/06\/Architecture.jpg?fit=1280%2C853&ssl=1","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p7do02-nq","jetpack-related-posts":[{"id":1209,"url":"https:\/\/www.techandtrain.com\/blog\/2024\/01\/frameworks-tools-for-enterprise-architecture-part-1-chatgpt-bard-generated\/","url_meta":{"origin":1452,"position":0},"title":"Frameworks &amp; tools for Enterprise Architecture &#8211; Part 1 &#8211; ChatGPT &amp; BARD generated","author":"Neil Harwani","date":"January 27, 2024","format":false,"excerpt":"ChatGPT: Enterprise architecture (EA) is a strategic planning process that organizations use to align their IT infrastructure with their overall business goals. It involves understanding the current organizational structure and processes, and planning future states of these structures and processes to improve efficiency, effectiveness, and agility. Various tools and frameworks\u2026","rel":"","context":"In &quot;Enterprise Architecture&quot;","block_context":{"text":"Enterprise Architecture","link":"https:\/\/www.techandtrain.com\/blog\/category\/enterprise-architecture\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/01\/Designer.png?fit=1200%2C675&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/01\/Designer.png?fit=1200%2C675&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/01\/Designer.png?fit=1200%2C675&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/01\/Designer.png?fit=1200%2C675&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/01\/Designer.png?fit=1200%2C675&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":598,"url":"https:\/\/www.techandtrain.com\/blog\/2020\/06\/productivity-hacks-for-architects-designers-tech-leads\/","url_meta":{"origin":1452,"position":1},"title":"Productivity hacks for Architects \/ Designers \/ Tech Leads","author":"Neil Harwani","date":"June 1, 2020","format":false,"excerpt":"As per my experience, the biggest productivity hacks for Architects \/ Designers \/ Tech Leads are not to decide the variables \/ class names \/ loops \/ scope \/ data types \/ exception handling \/ object relational mapping & so on - they definitely are important and should be done,\u2026","rel":"","context":"In &quot;Architecture&quot;","block_context":{"text":"Architecture","link":"https:\/\/www.techandtrain.com\/blog\/category\/architecture\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2020\/06\/Coding.jpg?fit=1200%2C801&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2020\/06\/Coding.jpg?fit=1200%2C801&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2020\/06\/Coding.jpg?fit=1200%2C801&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2020\/06\/Coding.jpg?fit=1200%2C801&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2020\/06\/Coding.jpg?fit=1200%2C801&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":73,"url":"https:\/\/www.techandtrain.com\/blog\/2016\/01\/balanced-software-architecture\/","url_meta":{"origin":1452,"position":2},"title":"Balanced software architecture","author":"Neil Harwani","date":"January 27, 2016","format":false,"excerpt":"Humanity is facing unprecedented challenges of climate change, violence, wars, diseases, etc. One of the reasons is development not in unison with universal rules and facts. In physics there are fundamental forces around gravity, atom, electricity, fusion\/fission, energy, thermodynamics, quantum, etc. All physical things are quantified using mathematics. If our\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2016\/01\/Balanced.jpg?fit=1200%2C675&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2016\/01\/Balanced.jpg?fit=1200%2C675&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2016\/01\/Balanced.jpg?fit=1200%2C675&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2016\/01\/Balanced.jpg?fit=1200%2C675&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2016\/01\/Balanced.jpg?fit=1200%2C675&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":358,"url":"https:\/\/www.techandtrain.com\/blog\/2018\/09\/history-future-of-information-technology\/","url_meta":{"origin":1452,"position":3},"title":"History &#038; Future of Information Technology","author":"Neil Harwani","date":"September 22, 2018","format":false,"excerpt":"Late 1970s - Ethernet Late 1980s & Early 1990s - Internet Late 1990s - Y2K was the trend and revolution of easy operating systems like Windows with word processing and spreadsheets happened. Also, LINUX. ERP, CRM, BPM, HRM and similar software pick up in market. Early 2000s - Internet boom,\u2026","rel":"","context":"In &quot;Internet&quot;","block_context":{"text":"Internet","link":"https:\/\/www.techandtrain.com\/blog\/category\/internet\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2018\/09\/Dream.jpg?fit=1200%2C720&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2018\/09\/Dream.jpg?fit=1200%2C720&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2018\/09\/Dream.jpg?fit=1200%2C720&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2018\/09\/Dream.jpg?fit=1200%2C720&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2018\/09\/Dream.jpg?fit=1200%2C720&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":1018,"url":"https:\/\/www.techandtrain.com\/blog\/2023\/01\/links-on-important-technical-concepts-of-liferay-part-1\/","url_meta":{"origin":1452,"position":4},"title":"Links on important technical concepts of Liferay &#8211; Part 1","author":"Neil Harwani","date":"January 25, 2023","format":false,"excerpt":"Here are some links on important technical concepts of Liferay - Part 1. Hope this is helpful to all using and learning Liferay. Clustering:\u00a0Liferay DXP Clustering \u2013 Liferay Help Center Upgrade:\u00a0Upgrade Basics \u2014 Liferay Learn LXC:\u00a0Liferay Experience Cloud \u2013 Liferay Help Center Search:\u00a0Search Overview \u2014 Liferay Learn Architecture:\u00a0Introduction to Architecture\u2026","rel":"","context":"In &quot;Liferay&quot;","block_context":{"text":"Liferay","link":"https:\/\/www.techandtrain.com\/blog\/category\/liferay\/"},"img":{"alt_text":"Credit: www.Pixabay.com","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/01\/door-g5a9b513f9_1920.jpg?fit=1200%2C944&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/01\/door-g5a9b513f9_1920.jpg?fit=1200%2C944&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/01\/door-g5a9b513f9_1920.jpg?fit=1200%2C944&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/01\/door-g5a9b513f9_1920.jpg?fit=1200%2C944&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/01\/door-g5a9b513f9_1920.jpg?fit=1200%2C944&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":1234,"url":"https:\/\/www.techandtrain.com\/blog\/2024\/02\/lets-study-core-engineering-non-tech-with-gemini-part-2-notes-on-radar-engineering-created-by-gemini\/","url_meta":{"origin":1452,"position":5},"title":"Let&#8217;s study core engineering (non-Tech) with Gemini- Part 2 &#8211; Notes on radar engineering &#8211; Created by Gemini","author":"Neil Harwani","date":"February 25, 2024","format":false,"excerpt":"Here's a breakdown of the main points of radar engineering: Fundamentals Electromagnetic Transmission and Reflection: Radar operates by sending electromagnetic waves (usually in the radio or microwave frequencies) and interpreting the echoes reflected from objects. Range Determination: Radar measures the time it takes for a signal to travel to a\u2026","rel":"","context":"In &quot;Core Engineering&quot;","block_context":{"text":"Core Engineering","link":"https:\/\/www.techandtrain.com\/blog\/category\/core-engineering\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/02\/Radar.png?fit=1200%2C675&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/02\/Radar.png?fit=1200%2C675&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/02\/Radar.png?fit=1200%2C675&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/02\/Radar.png?fit=1200%2C675&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/02\/Radar.png?fit=1200%2C675&ssl=1&resize=1050%2C600 3x"},"classes":[]}],"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/posts\/1452","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/comments?post=1452"}],"version-history":[{"count":1,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/posts\/1452\/revisions"}],"predecessor-version":[{"id":1454,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/posts\/1452\/revisions\/1454"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/media\/1453"}],"wp:attachment":[{"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/media?parent=1452"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/categories?post=1452"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/tags?post=1452"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}