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Latest posts
Last updated about 2 hours ago
Why LLM Pipelines Fail in Production and How Temporal and Kafka Fix Them
about 3 hours ago
A production LLM pipeline is rarely just a prompt and a response...
Engineering Production Agentic Systems: Part 3: The Topology
1 day ago
Human-in-the-Loop Topology for Production Agentic Systems — Loop Bounding, Approval Gates, and...
Understanding Agentic SDLC: The Future of Software Engineering
1 day ago
Agentic SDLC, or agentic software development life cycle, is the next major...
Containerizing and Testing a Python Backtesting System With Docker and GitHub Actions
5 days ago
Not long ago, I broke a backtest without changing a single line...
Deploying a Spring Boot Microservice on AWS Fargate: Lessons From the Outage That Forced Me to Get It Right
5 days ago
My first attempt to deploy a Spring Boot microservice on AWS Fargate...
Retrieval Augmented Generation With Spring AI 2.0, Claude, and PGvector
5 days ago
Language models become much more useful when they can answer questions about...
Build Your Own Local AI QA Engineer With Docker, Ollama, LibreChat, and Playwright MCP
6 days ago
Artificial intelligence is rapidly transforming software testing by enabling QA engineers to...
What Nobody Tells You About Running AI Models in Docker
7 days ago
It was 2:14 in the morning when the pager went off. Our...
From Idle Infrastructure to Elastic Capacity: Rethinking Kubernetes Scaling
8 days ago
Sponsored By: NutanixThe following is sponsored content. It may not reflect the...
Building Reliable Data Pipelines for Enterprise Analytics Using PySpark
8 days ago
Most enterprise data problems are not caused by machine learning models or...
From DevOps to AIOps: How Agentic AI Tamed Our Multi-Substrate Chaos
9 days ago
The Mess We Started With When I took over the team, we...
Engineering Production Agentic Systems: Part 1: The Pipeline
12 days ago
Context Engineering for Production Agentic Systems, or Why Pipeline Beats Prompt This...