Changelog

This page is updated automatically each night when new content is added to the guide.

2026-08-06

Spec-Driven Development — New guide on defining, managing, and enforcing solution spaces for AI agents with structured requirements, acceptance scenarios, and contracts.

2026-07-13

Designing Loops — added concrete example of /goal command for supervised loops with PR submission workflow. Prompting Techniques — corrected external link to grill-me skill documentation.

2026-07-09

Designing Loops — new chapter on moving from manual agent prompting to bounded loops with triggers, verification, and stop conditions. Automated Code Reviews — added adversarial review pattern and subsection on context quality and ownership.

2026-06-01

Vulnerability Research — new section on using AI for security audits, from signal vs. noise to doing it yourself and integrating findings into CI workflows.

2026-05-08

Beyond coding — New section on agentic workflows for issue triage, customer support, meeting notes, incident response, release notes, and dependency management.

2026-04-30

Page attribution system — Added author metadata and bylines to all guide pages, pulled from git history and frontmatter. Comprehensive copyedit — Refined LLM-written sections across the guide for tone, clarity, and readability.

2026-04-28

Expanding Horizons: Evaluation — New comprehensive guide to LLM evaluation covering metrics, model selection, and CI/CD integration for agentic workflows.

2026-04-21

The changelog is live. Daily entries will appear here as content is added and updated.