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        <title><![CDATA[Stories by Shahid Kawsar on Medium]]></title>
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            <title>Stories by Shahid Kawsar on Medium</title>
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            <title><![CDATA[How Deep Research Agents Turn Complex Questions Into Trusted Answers]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://kawsar34.medium.com/how-deep-research-agents-turn-complex-questions-into-trusted-answers-2405a62f8502?source=rss-13c56fb4f1d9------2"><img src="https://cdn-images-1.medium.com/max/2600/1*_tZgP-019aPShzoawik1ZA.png" width="2816"></a></p><p class="medium-feed-snippet">AI Engineer Interview Preparation</p><p class="medium-feed-link"><a href="https://kawsar34.medium.com/how-deep-research-agents-turn-complex-questions-into-trusted-answers-2405a62f8502?source=rss-13c56fb4f1d9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://kawsar34.medium.com/how-deep-research-agents-turn-complex-questions-into-trusted-answers-2405a62f8502?source=rss-13c56fb4f1d9------2</link>
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            <dc:creator><![CDATA[Shahid Kawsar]]></dc:creator>
            <pubDate>Sat, 14 Nov 2026 14:01:02 GMT</pubDate>
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            <title><![CDATA[Multi-Agent Systems Explained: Architecture, Communication Patterns, and Conflict Resolution]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://kawsar34.medium.com/multi-agent-systems-explained-architecture-communication-patterns-and-conflict-resolution-0538337eea36?source=rss-13c56fb4f1d9------2"><img src="https://cdn-images-1.medium.com/max/2600/1*eU-0GWdImbp815wWCeC6Hg.png" width="2816"></a></p><p class="medium-feed-snippet">AI Engineer Interview Preparation</p><p class="medium-feed-link"><a href="https://kawsar34.medium.com/multi-agent-systems-explained-architecture-communication-patterns-and-conflict-resolution-0538337eea36?source=rss-13c56fb4f1d9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://kawsar34.medium.com/multi-agent-systems-explained-architecture-communication-patterns-and-conflict-resolution-0538337eea36?source=rss-13c56fb4f1d9------2</link>
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            <pubDate>Sat, 14 Nov 2026 02:31:01 GMT</pubDate>
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            <title><![CDATA[How Coding Agents Think, Act, and Fix Real Software Systems]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://kawsar34.medium.com/how-coding-agents-think-act-and-fix-real-software-systems-d53d0ff851d1?source=rss-13c56fb4f1d9------2"><img src="https://cdn-images-1.medium.com/max/2600/1*g6FL0m-9ew9TemcntyQdhg.png" width="2816"></a></p><p class="medium-feed-snippet">AI Engineer Interview Preparation</p><p class="medium-feed-link"><a href="https://kawsar34.medium.com/how-coding-agents-think-act-and-fix-real-software-systems-d53d0ff851d1?source=rss-13c56fb4f1d9------2">Continue reading on Medium »</a></p></div>]]></description>
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            <dc:creator><![CDATA[Shahid Kawsar]]></dc:creator>
            <pubDate>Fri, 13 Nov 2026 14:01:03 GMT</pubDate>
            <atom:updated>2026-11-13T14:01:03.839Z</atom:updated>
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            <title><![CDATA[RAG vs AI Agents vs Agentic RAG: Differences, Architecture, and When to Use Each]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://kawsar34.medium.com/rag-vs-ai-agents-vs-agentic-rag-differences-architecture-and-when-to-use-each-047bb34e89b5?source=rss-13c56fb4f1d9------2"><img src="https://cdn-images-1.medium.com/max/2600/1*0nYsL9fP31et5fPCz4llKQ.png" width="2816"></a></p><p class="medium-feed-snippet">AI Engineer Interview Preparation</p><p class="medium-feed-link"><a href="https://kawsar34.medium.com/rag-vs-ai-agents-vs-agentic-rag-differences-architecture-and-when-to-use-each-047bb34e89b5?source=rss-13c56fb4f1d9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://kawsar34.medium.com/rag-vs-ai-agents-vs-agentic-rag-differences-architecture-and-when-to-use-each-047bb34e89b5?source=rss-13c56fb4f1d9------2</link>
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            <dc:creator><![CDATA[Shahid Kawsar]]></dc:creator>
            <pubDate>Fri, 13 Nov 2026 02:31:01 GMT</pubDate>
            <atom:updated>2026-11-13T02:31:01.802Z</atom:updated>
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            <title><![CDATA[Agent Protocols for Building Enterprise AI Assistants]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://kawsar34.medium.com/agent-protocols-for-building-enterprise-ai-assistants-33021b7d87e5?source=rss-13c56fb4f1d9------2"><img src="https://cdn-images-1.medium.com/max/2600/1*nxMVYClxSDyKKrL67fAb4A.png" width="2816"></a></p><p class="medium-feed-snippet">AI Engineer Interview Preparation</p><p class="medium-feed-link"><a href="https://kawsar34.medium.com/agent-protocols-for-building-enterprise-ai-assistants-33021b7d87e5?source=rss-13c56fb4f1d9------2">Continue reading on Medium »</a></p></div>]]></description>
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            <dc:creator><![CDATA[Shahid Kawsar]]></dc:creator>
            <pubDate>Thu, 12 Nov 2026 14:01:03 GMT</pubDate>
            <atom:updated>2026-11-12T14:01:03.549Z</atom:updated>
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            <title><![CDATA[MCP Fundamentals Cheat Sheet for Interviews]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://kawsar34.medium.com/mcp-fundamentals-cheat-sheet-for-interviews-3868096b27f6?source=rss-13c56fb4f1d9------2"><img src="https://cdn-images-1.medium.com/max/1536/1*OmGkq9uE3iV55CPFcGjvmg.png" width="1536"></a></p><p class="medium-feed-snippet">AI Engineer Interview Preparation</p><p class="medium-feed-link"><a href="https://kawsar34.medium.com/mcp-fundamentals-cheat-sheet-for-interviews-3868096b27f6?source=rss-13c56fb4f1d9------2">Continue reading on Medium »</a></p></div>]]></description>
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            <dc:creator><![CDATA[Shahid Kawsar]]></dc:creator>
            <pubDate>Thu, 12 Nov 2026 02:31:01 GMT</pubDate>
            <atom:updated>2026-11-12T02:31:01.692Z</atom:updated>
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            <title><![CDATA[The Defensible Agent: Hardening Enterprise AI Against Prompt Injection]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://kawsar34.medium.com/the-defensible-agent-hardening-enterprise-ai-against-prompt-injection-2385a249f28a?source=rss-13c56fb4f1d9------2"><img src="https://cdn-images-1.medium.com/max/1408/1*NiSC3w_EHfCh51SE3Ygvsg.png" width="1408"></a></p><p class="medium-feed-snippet">AI Engineer Interview Preparation</p><p class="medium-feed-link"><a href="https://kawsar34.medium.com/the-defensible-agent-hardening-enterprise-ai-against-prompt-injection-2385a249f28a?source=rss-13c56fb4f1d9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://kawsar34.medium.com/the-defensible-agent-hardening-enterprise-ai-against-prompt-injection-2385a249f28a?source=rss-13c56fb4f1d9------2</link>
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            <dc:creator><![CDATA[Shahid Kawsar]]></dc:creator>
            <pubDate>Wed, 11 Nov 2026 14:01:03 GMT</pubDate>
            <atom:updated>2026-11-11T14:01:03.166Z</atom:updated>
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            <title><![CDATA[Most AI Agents Fail at Memory: Here’s How Production Systems Solve It]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://kawsar34.medium.com/most-ai-agents-fail-at-memory-heres-how-production-systems-solve-it-feb28c4d1d47?source=rss-13c56fb4f1d9------2"><img src="https://cdn-images-1.medium.com/max/2600/1*LhuWzgBUmvLXBe5_ax44-Q.png" width="2816"></a></p><p class="medium-feed-snippet">AI Engineer Interview Preparation</p><p class="medium-feed-link"><a href="https://kawsar34.medium.com/most-ai-agents-fail-at-memory-heres-how-production-systems-solve-it-feb28c4d1d47?source=rss-13c56fb4f1d9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://kawsar34.medium.com/most-ai-agents-fail-at-memory-heres-how-production-systems-solve-it-feb28c4d1d47?source=rss-13c56fb4f1d9------2</link>
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            <dc:creator><![CDATA[Shahid Kawsar]]></dc:creator>
            <pubDate>Wed, 11 Nov 2026 02:31:01 GMT</pubDate>
            <atom:updated>2026-11-11T02:31:01.611Z</atom:updated>
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            <title><![CDATA[Tool Calling in LLMs: AI Engineer Interview Cheat Sheet]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://kawsar34.medium.com/tool-calling-in-llms-ai-engineer-interview-cheat-sheet-421cfc8b477a?source=rss-13c56fb4f1d9------2"><img src="https://cdn-images-1.medium.com/max/1024/1*BZNONKz7X773ISLjoaGroA.png" width="1024"></a></p><p class="medium-feed-snippet">AI Engineer Interview Preparation</p><p class="medium-feed-link"><a href="https://kawsar34.medium.com/tool-calling-in-llms-ai-engineer-interview-cheat-sheet-421cfc8b477a?source=rss-13c56fb4f1d9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://kawsar34.medium.com/tool-calling-in-llms-ai-engineer-interview-cheat-sheet-421cfc8b477a?source=rss-13c56fb4f1d9------2</link>
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            <category><![CDATA[agentic-ai]]></category>
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            <dc:creator><![CDATA[Shahid Kawsar]]></dc:creator>
            <pubDate>Tue, 10 Nov 2026 14:01:02 GMT</pubDate>
            <atom:updated>2026-11-10T14:01:02.012Z</atom:updated>
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            <title><![CDATA[Reactive vs Proactive AI Agents: Key Differences, Examples & Real-World Use Cases]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://kawsar34.medium.com/reactive-vs-proactive-ai-agents-key-differences-examples-real-world-use-cases-3d814db3e47d?source=rss-13c56fb4f1d9------2"><img src="https://cdn-images-1.medium.com/max/2600/1*bung8fvTRh_jHYPe0OwizA.png" width="2816"></a></p><p class="medium-feed-snippet">AI Engineer Interview Preparation</p><p class="medium-feed-link"><a href="https://kawsar34.medium.com/reactive-vs-proactive-ai-agents-key-differences-examples-real-world-use-cases-3d814db3e47d?source=rss-13c56fb4f1d9------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://kawsar34.medium.com/reactive-vs-proactive-ai-agents-key-differences-examples-real-world-use-cases-3d814db3e47d?source=rss-13c56fb4f1d9------2</link>
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            <category><![CDATA[agents]]></category>
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            <dc:creator><![CDATA[Shahid Kawsar]]></dc:creator>
            <pubDate>Tue, 10 Nov 2026 02:31:01 GMT</pubDate>
            <atom:updated>2026-11-10T02:31:01.593Z</atom:updated>
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