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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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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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Claude Opus 4.5 Is Here: How to Tell if a New Model Is Better for Your Work
Blog Summary
Anthropic released Claude Opus 4.5 for coding, agents and computer use, at a lower price than earlier Opus models. Here's what changed, and a simple way to test any new model on your own tasks.
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ChatGPT Atlas, Agent Skills and Claude Code on the Web: AI Moves Into the Workflow
Blog Summary
In ten days AI moved into the browser with ChatGPT Atlas, into packaged team know-how with Agent Skills, and into the cloud with Claude Code on the web. What each one is and what it means for developers.
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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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