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My Journey of 12X AWS Certifications: From Failure to Success
Like to share my learning and approach for enhancing your chance for AWS Certification.
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The Agent-Ready Enterprise
How AAIF, AGENTS.md & agentgateway are changing software engineering
AI-DLC Powered by a Knowledge Base at Scale
A reference architecture for making coding agents work on brownfield enterprise systems
Can Python Really Scale?
A Deep Dive into High-Volume Event-Driven Systems with Kafka, Python and Kubernetes
When the Model Isn't the Problem: Engineering Loop, Harness, and BMI for Production-Ready AI Agents
A field guide for anyone shipping agentic AI into a regulated lending or servicing environment — why the model is the smallest part of the system, and what to engineer around it instead. The Skill Ha
Goal Is NOT More AI: Building AI-Native Engineering Organizations for Sustainable Productivity
Somewhere in your organisation right now, a dashboard is showing a healthy deployment frequency, a stable change failure rate, and a throughput line that ticks gently upward. Leadership is satisfied.
LiveKB: Your Procedures Are Lying to Your People — The Knowledge Gap Nobody Measures
Every organization with procedure-driven back-office operations faces the same invisible problem: knowledge lives in three disconnected silos — training videos, static documents, and SME expertise — w
LiveKB: Production Architecture with Strands Agents, Bedrock, and AgentCore on AWS
Part 2 of 2 | DataOps Labs Series: Living Knowledge Systems on AWS
The Document AI Stack That Actually Powers Production RAG: Layout Models, Chunking Ontologies, and the Preprocessing Truth Nobody Talks About
You've tuned your embedding model. You've benchmarked retrieval algorithms. You've swapped LLMs. And your RAG system still gets the wrong answer. Here's what nobody tells you upfront: the bottleneck i