Writing

Platform engineering, Go, DevOps, and applied AI.

Circular gauge showing PASS, PARTIAL, and FAIL segments representing AI workflow compliance scoring

Feb 2026

AI Agent Workflow Evaluation Framework (v1.0.0)

AI agent workflow evaluation framework — deterministic, CI-ready scoring of multi-step instructions with a three-tier hybrid engine and dual-metric reporting.

aiclaude-codeautomationdeveloper-toolsevaluationllmworkflowframework

Diagram illustrating the AI Integration Framework with three pillars: Unbreakable Quality Gates, AI-Navigable Context, and Frictionless Workflow.

Aug 2025

AI Integration Framework - Assessing AI Readiness

A comprehensive framework to determine if your software project is ready for AI development agents integration. Provides criteria, quality gates, and readiness assessment to ensure AI enhances productivity without creating technical debt.

aidevelopmentframeworksoftware-engineering