Synthesis Engineering·Synthesis Coding·Synthesis Writing·Synthesis Project Management

The blast radius principle: defensive patterns for AI-generated commands

Every command an AI assistant proposes has a blast radius: the worst it can do if wrong. Dangerous shapes, safer forms, and a three-tier safeguard hierarchy.

March 28, 2026·11 min read

Never verify a result with the tool that produced it

Orthogonal verification for AI-assisted development: check results through a mechanism independent of the one that produced them, and at every pipeline stage.

January 27, 2026·7 min read

Bidirectional Learning in Synthesis Coding: When Human and AI Teach Each Other

Bidirectional learning in synthesis coding: humans teach AI through context, prompts, and review; AI teaches back by surfacing blind spots and edge cases.

January 20, 2026·10 min read