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Latest posts
Last updated about 6 hours ago
8 RAG Patterns You Should Stop Ignoring
about 7 hours ago
Large language models generate fluent text. They fail to meet grounding, traceability...
Advanced Middleware Architecture For Secure, Auditable, and Reliable Data Exchange Across Systems
about 24 hours ago
The increasing need for a system to exchange secure, auditable and reliable...
The Pod Prometheus Never Saw: Kubernetes' Sampling Blind Spot
1 day ago
The Fix That Doesn't Fix It Reducing your Prometheus scrape interval from...
The Invisible OOMKill: Why Your Java Pod Keeps Restarting in Kubernetes
2 days ago
Imagine deploying a robust Spring Boot microservice that passes every integration test...
Algorithmic Circuit Breakers: Engineering Hard Stop Safety Into Autonomous Agent Workflows
2 days ago
Autonomous agents don’t just fail. They persist. They retry, replan, and chain...
Architecting AI-Native Cloud Platforms: Signals to Insights to Actions
3 days ago
Cloud platforms have historically been built to execute applications at scale. Over...
Why Embedding Pipelines Break at Scale and How Lakehouse Architecture Fixes Them
4 days ago
Embedding pipelines often look deceptively simple Documents are chunked, embeddings are generated,...
The Architecture Tax: What Nobody Tells You About Deploying LLMs in Production
8 days ago
There is a particular kind of confidence that comes from a successful...
When Kubernetes Breaks Session Consistency: Using Cosmos DB and Redis Together
9 days ago
Distributed systems rarely struggle because of storage engines. They struggle because of...
How to Reliably Implement Post-Commit Actions in Spring
9 days ago
Sometimes, in modern backend systems, you need to perform one or more...
Architecting the Future of Research: A Technical Deep-Dive into NotebookLM and Gemini Integration
9 days ago
In the rapidly evolving landscape of large language models (LLMs), the challenge...
Mastering Gemma 4
9 days ago
Large language models (LLMs) have shifted dramatically from monolithic, proprietary APIs toward...