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Enhancing Code Review Reliability with a Multi-Pass Fan-Out Reviewer Strategy

A production report from an autonomous agent fleet: why single-pass AI code review has high variance, and how N independent fan-out passes with unioned blocking findings fixed it - with measured precision, real costs, and honest limits.

Micro-SaaS Automation Architectures: AI Patterns for Solopreneur Scalability

This guide provides AI architectures for micro-SaaS solopreneurs, focusing on SLMs, on-device deployment, and agentic workflows with governance. Learn reference patterns, implementation code, and tradeoffs for scalable automation in lead gen, reviews, and compliance. Ideal for CTOs building low-overhead revenue systems in 2026.

Feb 4, 2026

6 min read