Technical Writing

Writing focused on practical AI engineering decisions, migration strategy, and maintainable delivery workflows.

Evaluates cost-performance tradeoffs and when smaller models are enough for daily engineering tasks.

AI Tooling · Decision Framework

Shows why incremental modernization produces better delivery outcomes than all-at-once rewrites.

Legacy Modernization · Engineering Strategy

Argues for evaluation and feedback systems rather than prompt-only optimization in production AI.

AI in Production · Feedback Systems

Breaks down a workflow for AI-assisted implementation, review, and delivery automation.

Developer Workflow · Automation

On-site Companion Summaries

Article: Do We Really Need the Most Advanced AI Models for Everyday Development?
Author: Sabrina Miao
Date: 2026
Source: Medium publication
Summary: Compares quality, latency, and cost tradeoffs across model tiers and argues for workload-based model selection.

Article: The Hidden ROI of AI Refactoring: Why Big-Bang Legacy Upgrades Fail
Author: Sabrina Miao
Date: 2026
Source: Medium publication
Summary: Documents incremental modernization patterns that reduce delivery risk versus all-at-once rewrites.

Article: Beyond Prompt Engineering: Why Production AI Needs Feedback Loops, Not Better Prompts
Author: Sabrina Miao
Date: 2026
Source: Medium publication
Summary: Explains how evaluation loops, telemetry, and revision cycles outperform prompt-only optimization strategies.

Article: Beyond Coding: How I Built an AI Harness to Automate My Development Lifecycle
Author: Sabrina Miao
Date: 2026
Source: Medium publication
Summary: Outlines a practical automation stack for planning, coding, reviewing, and publishing AI-assisted software changes.

Topic: React Native and Electron project implementation patterns from active portfolio work.
Format: Concise case-study pages with links to source and demos.
Starting point: Browse selected case studies and llms-full portfolio summaries.