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AI agent deployment

3 articles · Page 1 of 1
Data Bricklaying Diary
Data Bricklaying Diary
Nov 5, 2026 · Artificial Intelligence

Why Agents Should Shadow First: Phased Deployment for Core Business

The article outlines a phased approach for deploying AI agents into core business processes, starting with offline replay and shadow running to compare agent decisions against human actions using original evidence, then gradually expanding authorization with defined rollback conditions, emphasizing that limited successes don't prove high-risk safety and full automation isn't always the goal.

AI agent deploymentcanary releasehuman-AI comparison
0 likes · 10 min read
Why Agents Should Shadow First: Phased Deployment for Core Business
Data Bricklaying Diary
Data Bricklaying Diary
Oct 14, 2026 · R&D Management

FDE #07: Why Launch ≠ Value — Production Gates & Metrics That Prevent False Success

This article distinguishes production readiness gates from value validation metrics in AI agent deployments, detailing four hard gates (quality, security, operations, governance), a six-dimensional metrics framework with seven required fields per metric, attribution boundaries for business results, and decision triggers (continue, expand, contract, exit) to avoid false success signals.

AI agent deploymentFDEattribution analysis
0 likes · 27 min read
FDE #07: Why Launch ≠ Value — Production Gates & Metrics That Prevent False Success