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It's my personal blog and my post about what was my interested in. Not regularly. If you have any questions any discussion, I'm happy you get in touch with me, and try to answer as many as possible!
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How I Review AI-Generated Pull Requests: My Six-Step Checklist
Blog Summary
AI-generated code is hard to review because it always looks right. Here's the routine I follow for PRs that started in an agent session: intent first, tests before code, a separate security pass, and actually running it.
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Custom Skills for AI Coding Agents: Turning Repeat Work Into a Routine
Blog Summary
I used to keep a notes file of prompts and paste them into Claude Code by hand. Custom skills replaced most of it. What a skill is, how it loads, two I use, and what makes one actually reliable.
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Giving AI Agents a Map of Your Codebase With a Knowledge Graph
Blog Summary
AI agents start every session lost, searching and opening files like it's their first day. I give mine a knowledge graph of the codebase instead. Here's how it works, how I use it and where it falls short.
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Why Your Emails Land in Spam: SPF, DKIM and DMARC Explained
Blog Summary
Your code sent the email. The receiving server just didn't believe it was from you. Here's what SPF, DKIM and DMARC each prove, the gotchas that break them, and how to set up Laravel mail properly.
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How I Use AI to Document Legacy Code (Without Trusting It Blindly)
Blog Summary
Every system has a folder everyone is afraid of. My Claude Code workflow for documenting legacy code: map the modules, ask what the agent can't explain, trace flows, write docs next to the code, and verify every claim.
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MCP Joins the Linux Foundation: Why It Matters for Developers
Blog Summary
On 9 December 2025, Anthropic donated the Model Context Protocol to the new Agentic AI Foundation under the Linux Foundation, co-founded with OpenAI and Block. What neutral governance means for anyone building AI integrations.
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01. About Shiroz
Mohammed Shiroz
Hi, I'm Mohammed Shiroz, a software engineer and AI enthusiast from Sri Lanka who turns ideas into intelligent, real-world solutions. With over 9 years of hands-on experience, I currently lead real estate ERP development at Kate Group, a...
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