#toolchain

AI Coding Agents for AIDLC Construction Phase — Kiro Spec-Driven Development, Q Developer, Agent Comparison

Declarative automation patterns for implementing AIDLC Construction/Operations with EKS Capabilities

Open-weight model utilization strategies for data residency and cost optimization — on-premises deployment, hybrid configuration, TCO comparison

AIDLC technology investment decision-making — Build-vs-Wait matrix, tool maturity assessment, 6/12/18-month horizons