Posts

Go Error Handling Architecture: Boundaries and Patterns

Learn Go error handling architecture with wrapping, sentinel errors, custom types, errors.Is, errors.As, API boundaries, logging, and production patterns. Go Error Handling Architecture: Boundaries and Patterns

Google A2A Protocol in 2026: Adoption, Hype, and Reality

Is Google's A2A protocol actually useful in 2026? A practical review of A2A adoption, MCP overlap, security concerns, and when to use agent-to-agent protocols in production. Google A2A Protocol in 2026: Adoption, Hype, and Reality

Message Brokers for AI Systems: Kafka vs NATS vs RabbitMQ

Compare Kafka, NATS, and RabbitMQ for AI systems in 2026. This analysis covers architecture, performance, scalability, and security to help choose the right message broker for AI workloads. Message Brokers for AI Systems: Kafka vs NATS vs RabbitMQ

Polling Agents in AI Assistants: 11 Implementation Patterns

A practical guide to polling agent patterns in AI assistants — schedulers, queues, webhooks, durable workflows, state management, and tradeoffs for production systems. Polling Agents in AI Assistants: 11 Implementation Patterns

How to Create a Custom Python RAG Pipeline from Scratch

Learn how to build a custom Python RAG pipeline from scratch using LangChain and Hugging Face Transformers. This guide covers setup, implementation, and production best practices for retrieval-augmented generation systems. How to Create a Custom Python RAG Pipeline from Scratch

What Is the A2A Protocol? Agent Cards and Tasks Explained

A practical guide to the A2A Protocol for AI agents, explaining Agent Cards, tasks, messages, parts, artifacts, discovery, and architecture tradeoffs. What Is the A2A Protocol? Agent Cards and Tasks Explained

Backend APIs in Rust: Rocket vs Actix - A 2026 Comparison

Compare Rocket and Actix for building backend APIs in Rust. This 2026 guide covers architecture, performance, features, and use cases to help you choose the right framework for your project. Backend APIs in Rust: Rocket vs Actix - A 2026 Comparison

A2A vs MCP: Do AI Agents Really Need Both Protocols?

A practical comparison of A2A and MCP for AI agent systems, covering tools, agents, architecture patterns, overlap, security, and when to use both. A2A vs MCP: Do AI Agents Really Need Both Protocols?