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Saizul Amin

AI

Building Self-Healing Microservices with Temporal.io and Python (2026 Architecture Deep Dive)

📅 24 May 2026 ⏱ 1 min read
AI
In this article

    Durable Execution: Code That Survives Infrastructure Crashes

    In distributed microservice environments, server reboots and network partitions interrupt multi-step workflows midway. Using Temporal.io’\”s Python SDK, developers write complex, durable workflows that automatically resume execution from their exact checkpoint when underlying infrastructure recovers.

    Written by Saizul Amin for distributed systems engineers and Python backend architects.

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    Md Saizul Amin
    Written by

    Digital Systems Strategist · AI Agent Developer · 9+ years in digital & IT

    Md Saizul Amin is a digital systems strategist and AI automation engineer from Dhaka, Bangladesh. With 9+ years across IT, web development and digital marketing, he writes practical guides on technology, business, education and online growth — and builds the same kinds of systems (AI agents, websites, SEO and ad campaigns) for clients in Bangladesh, the UK and the USA.

    9+Years in digital & IT
    50+Websites developed
    7Live AI agent systems
    $150K+Ad spend managed

    Specialist in

    AI agents & n8n automationLLM integration (Gemini, GPT-4o, Claude)Custom software & web appsWordPress developmentSEO · AEO · GEOMeta & Google AdsEmail deliverabilityCRM & funnelsIT infrastructure & cybersecurity

    Credentials & experience

    • 🎓
      B.Sc. in Computer Science & EngineeringBangladesh University of Business & Technology (BUBT), 2017–2021
    • 🤖
      AI Automation Engineer · Web Developer · SEO SpecialistUnique Mark Limited, Birmingham UK — 2024 to present
    • 🌱
      IT SpecialistGreen Fund Initiative Inc., USA — 2024 to present
    • 🏥
      Junior IT Consultant — Ministry of Health (DGHS)Built the first national Shareable Health Record website; supported 6,000+ facilities
    • 🧭
      Head of ITWEDO Bangladesh — led IT for 50+ staff, 2021–2023

    ✔ Researched and written by the author, informed by hands-on work on real projects. Articles are updated when facts, tools or guidelines change.

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