A step‑by‑step guide to building idempotency key support in payment services, covering architecture diagrams, safety patterns, and production deployment tips.
A deep dive into Swarm Protocol architecture, common patterns, and real‑world strategies for reliable multi‑agent orchestration.
Idempotency keys prevent duplicate charges in high‑throughput payment services. This post walks through the underlying architecture, safety mechanisms, and patterns you can ship today.
A deep dive into load‑shedding tactics, from circuit‑breaker style throttling to priority queues, with real‑world patterns you can deploy today.
As LLM-powered systems have grown more capable, they have also grown more complex. By 2025, most production-grade AI systems no longer rely on a single monolithic agent. Instead, they are composed of multiple specialized sub-agents, each responsible for a narrow slice of reasoning, execution, or validation. Sub-agents enable scalability, reliability, and controllability. They allow systems to decompose complex goals into manageable units, reduce context pollution, and introduce clear execution boundaries. This document provides a deep technical explanation of how sub-agents work, how they are orchestrated, and the dominant architectural patterns used in real-world systems, with links to primary research and tooling. ...