{"id":119839,"date":"2026-07-02T16:28:19","date_gmt":"2026-07-02T10:58:19","guid":{"rendered":"https:\/\/www.guvi.in\/blog\/?p=119839"},"modified":"2026-07-02T16:28:21","modified_gmt":"2026-07-02T10:58:21","slug":"temporal-workflow-engine-tutorial","status":"publish","type":"post","link":"https:\/\/www.guvi.in\/blog\/temporal-workflow-engine-tutorial\/","title":{"rendered":"Temporal Workflow Engine Tutorial: Build Reliable Workflows"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>TL;DR Summary&nbsp;<\/strong><\/h2>\n\n\n\n<ul>\n<li>Temporal is an open-source workflow engine that lets you build reliable, long-running processes without worrying about failures or retries.<\/li>\n\n\n\n<li>It separates your business logic (Workflows) from the tasks that do the actual work (Activities).<\/li>\n\n\n\n<li>Temporal automatically retries failed steps, maintains state across crashes, and gives you full visibility into running workflows.<\/li>\n\n\n\n<li>You can run Temporal locally in under 10 minutes using Docker and the Temporal CLI.<\/li>\n\n\n\n<li>It&#8217;s ideal for payment processing, data pipelines, onboarding flows, and any process that can&#8217;t afford to fail silently.<\/li>\n<\/ul>\n\n\n\n<p>A <strong>Temporal workflow engine<\/strong> is an open-source platform that orchestrates long-running, fault-tolerant business processes. It automatically handles retries, state persistence, and error recovery \u2014 so your code doesn&#8217;t have to. Developers use it to build workflows (like payment processing or user onboarding) that survive server crashes, network failures, and timeouts without losing progress.<\/p>\n\n\n\n<p>If you&#8217;ve been hearing about Temporal but couldn&#8217;t figure out where to start, this tutorial is for you. By the end, you&#8217;ll understand what the Temporal workflow engine is, how it works under the hood, and how to build your first workflow from scratch \u2014 even if you&#8217;ve never touched it before.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What Is the Temporal Workflow Engine?<\/strong><\/h2>\n\n\n\n<p><a href=\"https:\/\/temporal.io\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Temporal<\/a> is an <strong>open-source workflow orchestration platform<\/strong> built for developers who need to run reliable, long-running processes at scale.<\/p>\n\n\n\n<p>Think of it as a safety net for your code. When a step in your process fails \u2014 because of a network blip, a crashed server, or a third-party API going down \u2014 Temporal doesn&#8217;t just let it die. It remembers exactly where things stopped and picks up from there.<\/p>\n\n\n\n<p>Originally created by engineers at Uber (where it powered millions of trips and payments), Temporal was open-sourced and has since been adopted by companies like Netflix, Stripe, and DoorDash.<\/p>\n\n\n\n<p>\ud83d\udcca <strong>Data Point:<\/strong> As of 2025, Temporal has over 10,000+ GitHub stars and is used in production by hundreds of engineering teams worldwide. [Source: Temporal GitHub]<\/p>\n\n\n\n<p>It&#8217;s not a job queue. It&#8217;s not a cron scheduler. It&#8217;s a full <strong>durable execution<\/strong> platform \u2014 meaning your workflow&#8217;s state is saved automatically, every step of the way.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>How Does the Temporal Workflow Engine Work?<\/strong><\/h2>\n\n\n\n<p>Before you write a single line of code, it helps to understand the three core concepts:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Workflows<\/strong><\/h3>\n\n\n\n<p>A <strong>Workflow<\/strong> is the definition of your business process. It&#8217;s written in code (<a href=\"https:\/\/guvi.in\/hub\/python\" target=\"_blank\" rel=\"noreferrer noopener\">Python<\/a>, Go, Java, <a href=\"https:\/\/www.guvi.in\/blog\/what-is-typescript\/\" target=\"_blank\" rel=\"noreferrer noopener\">TypeScript<\/a>, PHP are all supported) and describes the steps that need to happen \u2014 in order, in parallel, or conditionally.<\/p>\n\n\n\n<p>Workflows in Temporal are <strong>deterministic<\/strong>. That means Temporal can replay your workflow&#8217;s entire history to reconstruct its state after a crash \u2014 without re-running any of the actual side effects.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Activities<\/strong><\/h3>\n\n\n\n<p><strong>Activities<\/strong> are the individual tasks within a workflow \u2014 the units that actually <em>do<\/em> something. Sending an email, hitting an API, writing to a database \u2014 these all happen inside Activities.<\/p>\n\n\n\n<p>Activities can fail. They can time out. And Temporal will automatically retry them according to the policy you define.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Workers<\/strong><\/h3>\n\n\n\n<p><strong>Workers<\/strong> are the processes that run your Workflows and Activities. You deploy Workers on your own infrastructure. They poll Temporal&#8217;s server for tasks, execute them, and report back results.<\/p>\n\n\n\n<p>Here&#8217;s a simple mental model:<\/p>\n\n\n\n<p><strong>Temporal Server<\/strong> = the brain (stores state, schedules tasks)<br><strong>Workers<\/strong> = the hands (execute the actual code)<br><strong>Workflows<\/strong> = the plan<br><strong>Activities<\/strong> = the individual steps<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Temporal Workflow Engine Tutorial: Build Your First Workflow<\/strong><\/h2>\n\n\n\n<p>Let&#8217;s build something real. We&#8217;ll create a simple <strong>user onboarding workflow<\/strong> in Python that:<\/p>\n\n\n\n<ol>\n<li>Creates a user record<\/li>\n\n\n\n<li>Sends a welcome email<\/li>\n\n\n\n<li>Assigns a free plan<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Step 1: Set Up Temporal Locally<\/strong><\/h3>\n\n\n\n<p>The fastest way to get Temporal running locally is with the Temporal CLI.<\/p>\n\n\n\n<p>bash<\/p>\n\n\n\n<p># Install Temporal CLI<\/p>\n\n\n\n<p><code>brew install temporal<\/code><\/p>\n\n\n\n<p># Start the Temporal development server<\/p>\n\n\n\n<p><code>temporal server start-dev<\/code><\/p>\n\n\n\n<p>This spins up a local Temporal server with the Web UI available at http:\/\/localhost:8233. You can watch your workflows run in real time there.<\/p>\n\n\n\n<p>\ud83d\udca1 <strong>Pro Tip:<\/strong> The dev server is stateless \u2014 it resets on restart. For persistent local testing, use the Docker Compose setup from the <a href=\"https:\/\/github.com\/temporalio\/samples-python\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Temporal samples repository<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Step 2: Install the Python SDK<\/strong><\/h3>\n\n\n\n<p>bash<\/p>\n\n\n\n<p><code>pip install temporalio<\/code><\/p>\n\n\n\n<p>Temporal has official SDKs for Python, Go, TypeScript, <a href=\"https:\/\/www.guvi.in\/blog\/getting-started-with-java\/\" target=\"_blank\" rel=\"noreferrer noopener\">Java<\/a>, and PHP. This tutorial uses Python, but the concepts are identical across languages.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Step 3: Define Your Activities<\/strong><\/h3>\n\n\n\n<p>Activities are regular Python functions decorated with @activity.defn.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/python\n\nfrom temporalio import activity\n\n@activity.defn\n\nasync def create_user(email: str) -&gt; str:\n\n&nbsp;&nbsp;&nbsp;&nbsp;# Simulate DB write\n\n&nbsp;&nbsp;&nbsp;&nbsp;print(f\"Creating user for {email}\")\n\n&nbsp;&nbsp;&nbsp;&nbsp;return f\"user_id_for_{email}\"\n\n@activity.defn\n\nasync def send_welcome_email(user_id: str) -&gt; None:\n\n&nbsp;&nbsp;&nbsp;&nbsp;print(f\"Sending welcome email to {user_id}\")\n\n@activity.defn\n\nasync def assign_free_plan(user_id: str) -&gt; None:\n\n&nbsp;&nbsp;&nbsp;&nbsp;print(f\"Assigning free plan to {user_id}\")<\/code><\/pre>\n\n\n\n<p>Each Activity is a single, focused task. If any one of them fails, Temporal retries it \u2014 without re-running the ones that already succeeded.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Step 4: Define Your Workflow<\/strong><\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/python\n\nfrom datetime import timedelta\n\nfrom temporalio import workflow\n\nfrom temporalio.common import RetryPolicy\n\n@workflow.defn\n\nclass OnboardingWorkflow:\n\n&nbsp;&nbsp;&nbsp;&nbsp;@workflow.run\n\n&nbsp;&nbsp;&nbsp;&nbsp;async def run(self, email: str) -&gt; str:\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;retry_policy = RetryPolicy(maximum_attempts=3)\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;user_id = await workflow.execute_activity(\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;create_user,\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;email,\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;start_to_close_timeout=timedelta(seconds=10),\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;retry_policy=retry_policy,\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;)\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;await workflow.execute_activity(\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;send_welcome_email,\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;user_id,\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;start_to_close_timeout=timedelta(seconds=10),\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;)\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;await workflow.execute_activity(\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;assign_free_plan,\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;user_id,\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;start_to_close_timeout=timedelta(seconds=10),\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;)\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;return user_id<\/code><\/pre>\n\n\n\n<p>Notice the start_to_close_timeout \u2014 this tells Temporal how long to wait before considering an Activity failed and retrying it.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Step 5: Run a Worker<\/strong><\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/python\n\nimport asyncio\n\nfrom temporalio.client import Client\n\nfrom temporalio.worker import Worker\n\nasync def main():\n\n&nbsp;&nbsp;&nbsp;&nbsp;client = await Client.connect(\"localhost:7233\")\n\n&nbsp;&nbsp;&nbsp;&nbsp;worker = Worker(\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;client,\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;task_queue=\"onboarding-queue\",\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;workflows=&#91;OnboardingWorkflow],\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;activities=&#91;create_user, send_welcome_email, assign_free_plan],\n\n&nbsp;&nbsp;&nbsp;&nbsp;)\n\n&nbsp;&nbsp;&nbsp;&nbsp;await worker.run()\n\nif __name__ == \"__main__\":\n\n&nbsp;&nbsp;&nbsp;&nbsp;asyncio.run(main())<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Step 6: Start a Workflow<\/strong><\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/python\n\nasync def trigger():\n\n&nbsp;&nbsp;&nbsp;&nbsp;client = await Client.connect(\"localhost:7233\")\n\n&nbsp;&nbsp;&nbsp;&nbsp;result = await client.execute_workflow(\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;OnboardingWorkflow.run,\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;\"user@example.com\",\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;id=\"onboarding-user-example\",\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;task_queue=\"onboarding-queue\",\n\n&nbsp;&nbsp;&nbsp;&nbsp;)\n\n&nbsp;&nbsp;&nbsp;&nbsp;print(f\"Workflow completed. User ID: {result}\")\n\nasyncio.run(trigger())<\/code><\/pre>\n\n\n\n<p>Open your browser at http:\/\/localhost:8233 and you&#8217;ll see the entire workflow execution \u2014 every Activity, every retry, every result \u2014 laid out step by step.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Temporal vs. Alternatives: When Should You Use It?<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>Feature<\/strong><\/td><td><strong>Temporal<\/strong><\/td><td><strong>AWS Step Functions<\/strong><\/td><td><strong>Celery<\/strong><\/td><\/tr><tr><td>Language support<\/td><td>Python, Go, TS, Java, PHP<\/td><td>JSON\/YAML state machine<\/td><td>Python<\/td><\/tr><tr><td>Local dev experience<\/td><td>Excellent (CLI)<\/td><td>Limited<\/td><td>Good<\/td><\/tr><tr><td>Durable execution<\/td><td>\u2705 Native<\/td><td>\u2705 Managed<\/td><td>\u274c Manual<\/td><\/tr><tr><td>Workflow as code<\/td><td>\u2705 Full code<\/td><td>\u274c Config-based<\/td><td>\u2705 Partial<\/td><\/tr><tr><td>Visibility \/ debugging<\/td><td>Excellent Web UI<\/td><td>CloudWatch only<\/td><td>Flower UI<\/td><\/tr><tr><td>Open-source<\/td><td>\u2705<\/td><td>\u274c AWS-only<\/td><td>\u2705<\/td><\/tr><tr><td>Cost<\/td><td>Self-hosted free<\/td><td>Per-state-transition pricing<\/td><td>Free<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\"><strong>Temporal vs. Alternatives: When Should You Use It?<\/strong><\/figcaption><\/figure>\n\n\n\n<p>If you want a structured, mentor-supported path and learn all these new tools, then HCL GUVI\u2019s IIT-M Pravartak Certified <a href=\"https:\/\/www.guvi.in\/zen-class\/full-stack-development-course\/?utm_source=blog&amp;utm_medium=hyperlink+&amp;utm_campaign=temporal-workflow-tutorial\" target=\"_blank\" rel=\"noreferrer noopener\">Full Stack Developer Course<\/a> with AI Integration covers the entire journey, from HTML to deployment, with real projects, live sessions, and placement support. Over 10,000 students have used it to break into product-based companies.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What to Do Next<\/strong><\/h2>\n\n\n\n<p>You&#8217;ve got a working Temporal workflow. Here&#8217;s how to go further:<\/p>\n\n\n\n<ol>\n<li><strong>Add error handling<\/strong> \u2014 Use try\/except inside Activities and configure retry_policy with non_retryable_error_types for errors that shouldn&#8217;t retry (like a 400 Bad Request).<\/li>\n\n\n\n<li><strong>Use Signals<\/strong> \u2014 Let external events (like a user clicking &#8220;confirm&#8221;) update a running workflow.<\/li>\n\n\n\n<li><strong>Use Queries<\/strong> \u2014 Expose workflow state to your API without polling a database.<\/li>\n\n\n\n<li><strong>Deploy to Temporal Cloud<\/strong> \u2014 Skip self-hosting with Temporal&#8217;s managed cloud offering.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Key Takeaways<\/strong><\/h2>\n\n\n\n<ul>\n<li><strong>Temporal<\/strong> is a durable execution engine \u2014 it saves your workflow state automatically, so crashes don&#8217;t mean data loss.<\/li>\n\n\n\n<li>Every workflow has <strong>Workflows<\/strong> (the plan), <strong>Activities<\/strong> (the steps), and <strong>Workers<\/strong> (the runners).<\/li>\n\n\n\n<li>Activities handle all your side effects \u2014 keep Workflows pure and deterministic.<\/li>\n\n\n\n<li>You can run Temporal locally in minutes using the CLI and build your first workflow in under 50 lines of code.<\/li>\n\n\n\n<li>Temporal is used in production at Netflix, Stripe, DoorDash, and hundreds of other companies for exactly the kind of reliability you need.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>FAQs<\/strong><\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1782882530356\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Q1: What is a Temporal workflow engine in simple terms?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Temporal is a platform that runs your business logic reliably, even when servers crash or APIs fail. You write your process as code, and Temporal makes sure every step completes \u2014 retrying failures automatically and saving progress along the way.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1782882533487\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Q2: Is Temporal free to use?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Yes. The open-source version of Temporal is completely free to self-host. Temporal also offers a managed cloud service (Temporal Cloud) with a usage-based pricing model if you don&#8217;t want to manage the infrastructure yourself.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1782882537257\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Q3: What programming languages does Temporal support?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Temporal has official SDKs for Python, Go, TypeScript\/JavaScript, Java, and PHP. The core concepts \u2014 Workflows, Activities, and Workers \u2014 work the same way across all of them.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1782882543015\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Q4: What&#8217;s the difference between a Workflow and an Activity in Temporal?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>A Workflow is your business process definition \u2014 the steps, the logic, the order. An Activity is an individual step that actually does something (like calling an API or writing to a database). Workflows are deterministic; Activities handle all side effects.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1782882548311\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Q5: Can Temporal handle workflows that run for hours or days?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Yes \u2014 that&#8217;s one of its biggest strengths. Temporal workflows can run for seconds, hours, days, or even years. State is persisted automatically, so a workflow can pause, wait for an external event, and resume without losing any context.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1782882554107\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Q6: How is Temporal different from Celery?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Celery is a task queue built for short, independent jobs. Temporal is built for multi-step, long-running processes that need state, retries, and full observability. If your process has more than two or three chained steps, Temporal is almost always the better choice.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1782882564830\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Q7: Do I need to know Docker to use Temporal?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Not necessarily. The Temporal CLI lets you start a development server without Docker. For production deployments, you&#8217;ll want Docker or Kubernetes, but for learning, the CLI is all you need.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>TL;DR Summary&nbsp; A Temporal workflow engine is an open-source platform that orchestrates long-running, fault-tolerant business processes. It automatically handles retries, state persistence, and error recovery \u2014 so your code doesn&#8217;t have to. Developers use it to build workflows (like payment processing or user onboarding) that survive server crashes, network failures, and timeouts without losing progress. [&hellip;]<\/p>\n","protected":false},"author":22,"featured_media":120280,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[294,429],"tags":[],"views":"41","authorinfo":{"name":"Lukesh S","url":"https:\/\/www.guvi.in\/blog\/author\/lukesh\/"},"thumbnailURL":"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2026\/07\/Temporal-Workflow-Engine-300x116.webp","_links":{"self":[{"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/posts\/119839"}],"collection":[{"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/users\/22"}],"replies":[{"embeddable":true,"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/comments?post=119839"}],"version-history":[{"count":5,"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/posts\/119839\/revisions"}],"predecessor-version":[{"id":120283,"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/posts\/119839\/revisions\/120283"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/media\/120280"}],"wp:attachment":[{"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/media?parent=119839"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/categories?post=119839"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.guvi.in\/blog\/wp-json\/wp\/v2\/tags?post=119839"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}