Workflow Thinking
Understand triggers, actions, conditions, branches, retries, and scheduled tasks.
Learning Hub / Automation
English & Burmese
Automation & Workflow Scripting
Learn how to turn repeated tasks into reliable workflows using triggers, actions, scripts, AI steps, webhooks, and integrations.
အလုပ်များကို ထပ်ခါထပ်ခါ manual မလုပ်တော့ဘဲ workflow, AI step, webhook, API တွေနဲ့ automate လုပ်နည်းကို လေ့လာနိုင်ပါတယ်။
Thuta Flow Pattern
Trigger to Review
Webhook Trigger
Step 1 of 5
AI Summarize
Step 2 of 5
Filter Condition
Step 3 of 5
Send Message
Step 4 of 5
Save Record
Step 5 of 5
What You'll Learn
Automation is the skill of designing repeatable systems that save time, reduce errors, and connect tools together.
Scripting Basics
Use small scripts to transform data, format text, call APIs, and connect systems.
AI Automation
Use AI steps for summarizing, rewriting, classifying, extracting, translating, and generating content.
Webhooks & Integrations
Connect apps through webhooks, API calls, forms, databases, and messaging tools.
Curriculum
Automation Learning Path
Follow the lessons in order, or jump directly into the topic you need.
Foundation20 min
1. Automation Fundamentals
Learn what automation is, where it helps, and how to identify repeated tasks worth automating.
Manual task vs automated workflowTrigger and action modelWorkflow inputs and outputsGood automation use casesBad automation use cases
Open LessonFoundation25 min
2. Triggers, Actions, and Conditions
Learn the core building blocks of workflow systems.
Event-based triggersScheduled triggersActionsConditionsBranchingHuman review steps
Open LessonPractical30 min
3. Webhooks Explained
Learn how apps send data to each other using webhooks.
What a webhook isRequest bodyHeadersSignature verificationRetry behaviorIdempotency
Open LessonPractical35 min
4. API Calls for Automation
Learn how automation tools connect with external services using APIs.
GET and POST requestsHeadersJSON payloadsAPI keysRate limitsError responses
Open LessonPractical40 min
5. Scripting for Workflows
Use JavaScript or Python snippets to clean, transform, validate, and route workflow data.
VariablesJSON transformationText formattingDate formattingFiltering recordsError handling
Open LessonAI Workflow35 min
6. AI Steps in Automation
Use AI inside workflows for summarization, classification, rewriting, extraction, and translation.
Prompt inputsStructured outputsSafety checksHuman approvalCost controlRepeatable AI tasks
Open LessonApplied45 min
7. Business Automation Examples
Study real workflow examples for creators, small businesses, and teams.
Lead capture workflowContent repurposing workflowCustomer support summaryInvoice reminderSocial posting workflowReport generation workflow
Open LessonSecurity40 min
8. Secure Automation Design
Learn how to protect workflow systems from abuse, leaks, and accidental expensive runs.
Keep secrets server-sideNever expose API keys in frontendHMAC signaturesReplay protectionRate limitsLogs without secretsUsage limits
Open LessonProject60 min
9. Build Your First Thuta Flow Workflow
Plan a real workflow that receives a trigger, runs an AI step, checks a condition, and sends an output.
Workflow goalTrigger setupAI actionCondition stepOutput actionTest checklist
Open LessonBuild Real Automation Projects
Practice with workflows that connect content, operations, support, reporting, and publishing tasks.
AI Email Summary Workflow
Send incoming text to an AI step, summarize it, and forward the result to a team channel.
What you learn
AI summarization, routing, review steps
Flow
Form-to-CRM Workflow
Receive form submissions, validate fields, clean the data, and save leads to a CRM or database.
What you learn
Validation, data cleanup, integrations
FlowApp Builder
Content Repurposing Workflow
Turn one blog idea into a social post, short video script, and email draft.
What you learn
AI generation, content routing, approvals
StudioFlow
Webhook Alert Workflow
Receive webhook events and send alerts when important conditions are matched.
What you learn
Webhook payloads, filters, alerts
Flow
Report Generator Workflow
Collect data, summarize it with AI, and generate a weekly report.
What you learn
Scheduling, AI summaries, output formatting
Flow
Social Publishing Workflow
Prepare content, review it, and send it to a publishing queue.
What you learn
Human review, queue design, publishing checks
StudioFlow
Core Automation Concepts
Trigger
A starting event that begins the workflow.
Action
A task performed by the workflow.
Condition
A rule that decides what path the workflow should take.
Branch
A split path for different cases.
Webhook
A way for one app to send data to another app.
API
A structured way for software systems to talk to each other.
Scheduler
A time-based trigger that runs daily, weekly, monthly, or at a fixed time.
Retry
A safe way to run a failed step again.
Idempotency
A way to prevent duplicate processing.
Human Review
A checkpoint where a person approves or edits the result before final action.
Security
Build Automations Safely
Automation systems can move data, call APIs, and spend credits. Design them with protection, review, and limits from the start.
API key နဲ့ secret token တွေကို frontend/browser ထဲမှာ မထားရပါ။ Server-side မှာပဲ သိမ်းဆည်းအသုံးပြုပါ။
Protect API Keys
Keep provider keys and private tokens on the server. Never place secrets in frontend code, browser storage, URLs, or public repositories.
Verify Webhooks
Use signatures, timestamps, and replay protection when receiving external events.
Control Usage
Add limits, retries, and approval steps so workflows do not run unexpectedly or create unnecessary cost.
Log Carefully
Log enough information to debug, but never log API keys, private tokens, payment data, or full private user content.
Test Before Publishing
Use test data first. Confirm each trigger, action, condition, and failure path before enabling a workflow.
Ready to Turn Repeated Work into a System?
Start with the learning path, then use Thuta Flow to design real workflows for content, business, operations, and AI-powered tasks.