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Latest posts
Last updated about 1 hour ago
Agentic AI vs Copilots: The Architectural Shift from Assistance to Autonomy
about 1 hour ago
The Hook We are currently crossing a threshold in AI development: moving...
From Prompt Loops to Systems: Hosting AI Agents in Production
about 2 hours ago
An agent can reason well and still fail badly. Most teams do...
Building a Sentiment Analysis Pipeline With Apache Camel and Deep Java Library (DJL)
about 3 hours ago
Sentiment analysis is now a key part of many applications. Whether you’re...
Azure AI Search at Scale: Building RAG Applications with Enhanced Vector Capacity
about 4 hours ago
In the rapidly evolving landscape of Generative AI, the Retrieval-Augmented Generation (RAG)...
Observability Without Cost Telemetry Is Broken Engineering
3 days ago
I've run production systems where we could tell you the p99 latency...
From Command Lines to Intent Interfaces: Reframing Git Workflows Using Model Context Protocol
3 days ago
My recent journey into agentic developer systems has been driven by a...
The Missing Primitive in Data Platforms: Agent Contracts for Tool Calls
3 days ago
Analytics agents are moving from answering questions to doing things — running...
Amazon Q Developer for AI Infrastructure: Architecting Automated ML Pipelines
3 days ago
The landscape of Machine Learning Operations (MLOps) is shifting from manual configuration...
Architecting Zero-Trust Database Access in Kubernetes With Vault Dynamic Secrets
3 days ago
The Death of the Static Credential: An Operational Imperative In modern software...
Hurley: A High-Performance HTTP Client and Load Testing Tool Engineered in Rust
3 days ago
Introduction and Motivation This article examines the technical architecture, capabilities, and use...
Why End-to-End Testing Fails in Microservice Architectures
3 days ago
End-to-end testing is often described as the ultimate safety net for modern...
A Unified Defense Against MITRE’s Top Injection Attacks
3 days ago
This is how I created a Go library to address 41 actively...