Production Systems — 3 Technical Articles

Apr 18, 2026 · Artificial Intelligence

Mastering AI Agent Reliability: 12 Harness Engineering Patterns You Need

This guide explains how to move from fragile, prompt‑only AI agents to production‑grade systems by designing a control layer—called Harness Engineering—covering memory management, workflow orchestration, permission boundaries, automation patterns, and the Intelligent Harness Runtime that makes agents self‑governing and resilient.

AI AgentHarness EngineeringIntelligent Harness Runtime

0 likes · 18 min read

Mastering AI Agent Reliability: 12 Harness Engineering Patterns You Need

Programmer DD

Feb 3, 2026 · Artificial Intelligence

Build Reliable AI Agent Systems: Boost Accuracy 50% While Controlling Cost & Latency

This guide explains how to construct production‑ready AI agent systems by balancing cost, latency, and accuracy, offering a decision framework, concrete techniques such as planner‑executor architecture, chain‑of‑thought prompting, verification agents, parallel agents, and file‑system state management, plus real‑world examples and impact metrics.

AI agentsLatencyProduction Systems

0 likes · 21 min read

Build Reliable AI Agent Systems: Boost Accuracy 50% While Controlling Cost & Latency

21CTO

Feb 24, 2022 · Backend Development

42 Hard‑Earned Lessons for Building Reliable Production Databases

This article translates Mahesh Balakrishnan’s 42‑point guide on building production databases, covering customer focus, project management, design principles, code review practices, strategy, observability, and research, offering concrete advice for engineers and teams creating robust backend systems.

Production Systemscode reviewobservability

0 likes · 12 min read

42 Hard‑Earned Lessons for Building Reliable Production Databases