Intelligence Briefings
Recent analysis
INT-01
Arness Code: AI-Assisted Development with Guardrails
A development pipeline that scales process to match scope, from one-file fixes to multi-phase features.
INT-02
Arness Infra: Approaching Infrastructure With Guardrails
An experimental plugin exploring how expertise-adaptive workflows and safety gates might make infrastructure more accessible — without pretending it is simple.
INT-03
Arness Spark: From Idea to Validated Codebase
How structured discovery and adversarial validation can help catch bad assumptions before the first commit.
INT-04
Arness: Structured AI Workflows for the Full Development Lifecycle
An introduction to Arness, an open-source plugin marketplace for Claude Code that brings structure, traceability, and quality gates to AI-assisted software development.