https://www.shkcorp.com/blog Practical notes on product management, distributed systems, and AI—written from real engineering and product experience. en-us kshameed7@gmail.com (Hameed Syed K) kshameed7@gmail.com (Hameed Syed K) Sun, 05 Apr 2026 00:00:00 GMT https://www.shkcorp.com/blog/rag-for-beginners https://www.shkcorp.com/blog/rag-for-beginners A comprehensive guide to Retrieval-Augmented Generation for beginners. Learn how RAG solves LLM limitations, why fine-tuning falls short, and how to build systems that ground AI responses in real data. Sun, 05 Apr 2026 00:00:00 GMT kshameed7@gmail.com (Hameed Syed K) ragaillmbeginnerlearning https://www.shkcorp.com/blog/agentic-ai https://www.shkcorp.com/blog/agentic-ai Agentic AI: From Reactive Chatbots to Proactive Agents That Reason, Plan, and Act Thu, 18 Dec 2025 00:00:00 GMT kshameed7@gmail.com (Hameed Syed K) aigen-aiagentagenticai-agent https://www.shkcorp.com/blog/key-product-metrics https://www.shkcorp.com/blog/key-product-metrics Let us dive into the top 10 product metrics Tue, 21 Jan 2025 00:00:00 GMT kshameed7@gmail.com (Hameed Syed K) productmetricskpisassmrrarrclvcacbdfunpscustomer https://www.shkcorp.com/blog/no-feature-prioritization https://www.shkcorp.com/blog/no-feature-prioritization Sometimes feature prioritization is not followed Tue, 24 Dec 2024 00:00:00 GMT kshameed7@gmail.com (Hameed Syed K) productfeatureprioritize https://www.shkcorp.com/blog/access-control-models https://www.shkcorp.com/blog/access-control-models A practical comparison of access control models—DAC, RBAC, ABAC, RuBAC, and MAC—explained with real-world system examples and trade-offs. Thu, 12 Dec 2024 00:00:00 GMT kshameed7@gmail.com (Hameed Syed K) accesscontrolrbacrubacabaciamidentitydacpippdppep https://www.shkcorp.com/blog/basics-generative-artificial-intelligence https://www.shkcorp.com/blog/basics-generative-artificial-intelligence Basics of generative AI Thu, 12 Dec 2024 00:00:00 GMT kshameed7@gmail.com (Hameed Syed K) gen-aiaiartificialintelligence https://www.shkcorp.com/blog/product-backlog-refinement https://www.shkcorp.com/blog/product-backlog-refinement How do you run a Product Backlog Refinement session? Thu, 28 Nov 2024 00:00:00 GMT kshameed7@gmail.com (Hameed Syed K) productagilescrumbacklogrefinementteam https://www.shkcorp.com/blog/top-prioritization-framework-2 https://www.shkcorp.com/blog/top-prioritization-framework-2 In the first part of our (Top Prioritization Framework-1)[https://hameedshk.github.io/blog/top-prioritization-framework-2] series, we covered the most applied framework. Now, let’s dive deep into the remaining frameworks. Sun, 20 Oct 2024 00:00:00 GMT kshameed7@gmail.com (Hameed Syed K) productfeatureeisenhowercodwsjf https://www.shkcorp.com/blog/top-prioritization-framework-1 https://www.shkcorp.com/blog/top-prioritization-framework-1 Feature prioritization is a critical task in product management. In this post, we will take a closer look at prioritization framework. Thu, 10 Oct 2024 00:00:00 GMT kshameed7@gmail.com (Hameed Syed K) productfeaturemoscowvaluericekano https://www.shkcorp.com/blog/root-cause-analyis-structure https://www.shkcorp.com/blog/root-cause-analyis-structure Root Cause Analysis Sun, 14 Jul 2024 00:00:00 GMT kshameed7@gmail.com (Hameed Syed K) rcadiagnosis https://www.shkcorp.com/blog/basics-incident-management https://www.shkcorp.com/blog/basics-incident-management Let us dive into the basics of Incident management Thu, 30 May 2024 00:00:00 GMT kshameed7@gmail.com (Hameed Syed K) incidentSLAL2L3escalationKPIoperation