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5 docs tagged with "scope:toolchain"

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AI Coding Agents

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

AIDLC Evaluation Framework

Evaluation-driven Loop in Agent/LLM Development Process — Comparison of SWE-bench Verified, METR, Ragas, DeepEval, LangSmith, Braintrust, AWS Labs aidlc-evaluator

Open-Weight Models

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

Technology Roadmap

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