Author

Imran M

Engineering Leader & AI Architect

Engineering leader and AI architect with 13+ years of experience building scalable platforms and AI-powered systems. I write about Applied AI, Agentic AI, software architecture, cloud, DevOps, platform engineering, and the practical side of building reliable technology at scale.

547 articles in 15 years
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547 articles

02/05/2023 11 min read

Event Driven Architecture: Pub/Sub, Event Sourcing, and Choreography

Event driven architecture: the pub/sub vs message queue comparison, event sourcing as the system of record, and choreography…
26/04/2023 4 min read

DevOps: Infrastructure, Automation, Monitoring

Explore the essential pillars of modern DevOps: infrastructure, automation and monitoring and learn the best practices...
19/04/2023 2 min read

Boosting Conversion Rates Through Tailored Experiences

Most businesses want higher conversion rates, and one of the more reliable ways to get there is to…
19/04/2023 11 min read

Python Linting and Formatting: Ruff, Black, and flake8 Compared

Linters find bugs and formatters end style debates. Compare Ruff, Black, flake8, isort, and pylint, and copy a…
15/04/2023 10 min read

Feature Flags Architecture: Progressive Delivery, Kill Switches, and Technical Debt

Feature Flags Architecture lets you ship code dark and turn it on safely. Learn kill switches, progressive delivery,…
12/04/2023 3 min read

Building a React Native App with Cached API Calls

Learn how to improve your app's performance and reduce server load by caching API calls in your React…
09/04/2023 10 min read

Backup Strategies for Backend Systems: RPO, RTO, and Restore Testing

Backup Strategies for Backend Systems protect data you cannot recreate. Learn how to set RPO and RTO, then…
01/04/2023 10 min read

Optional in Java: Avoiding NullPointerException

Executive Summary: Optional in Java is a container that is either present or empty, meant for query results…
22/03/2023 13 min read

How to Profile and Speed Up Python Code: cProfile, py-spy, lru_cache

Find the slow line before you change anything. Use cProfile, line_profiler, and py-spy to locate the hotspot, then…
16/03/2023 3 min read

Setup CI-CD Pipeline in AWS

Executive Summary: Manual builds and deploys slow releases and invite configuration mistakes. I’ll walk AWS CI/CD setup from…
12/03/2023 10 min read

Failover Architecture: Active-Passive, Active-Active, and DNS-Based Failover

Failover Architecture moves traffic when a site dies. Learn active-passive, active-active, and DNS failover, plus the checks that…
05/03/2023 10 min read

Streams API Part 3: Parallel Streams and Pitfalls

Executive Summary: Parallel streams split work across the shared ForkJoinPool, and they only help under specific conditions. I…
01/03/2023 2 min read

Freelancer’s Nightmare: The Struggle of Getting Paid After Project Delivery

Discover a unique solution to combat payment delays and encourage clients to fulfill financial commitments using an innovative…
01/03/2023 10 min read

Webhooks Architecture: Security, Retries, Idempotency, and Observability

Webhooks Architecture covers signed callbacks, retries, and idempotent handlers. Learn how to observe failures and keep both producers…