Latest Posts

As you build with generative AI, the AI keeps getting better — but is it okay if you don't? Guild Plugin cares not just about the codebase and the agent organization, but also about the growth of the person using it. Here's a look at the third growth engine and the safety model that underpins self-growth.

Most Skills only improve the output. Guild Plugin reads the traces left behind during development to grow the organization that does the developing — through habits, knowledge, and rules. This post breaks down that growth engine.

What changes when, instead of handing everything to a single AI agent, you build a role-divided "organization" to develop instead? Here's a rundown of the leader and specialist roles, how they collaborate, and the development flow that ties it together.

AI coding tools accumulate output, but the tool itself never actually grows. This post walks through how I tried to solve that by borrowing an idea from how people work together — an "organization."

What problem did each of Prompt, Context, Harness, and Loop Engineering set out to solve? Starting from LLM as the baseline, this post traces how the limits of each approach gave rise to the next — following the thread of evolution from one stage to the next.

Sharing the design principles and implementation process behind skill-quality-plugin, which evaluates Claude Code skill files against 38 criteria. Covers deterministic problems caught by rules, semantic problems judged by models, and the sub-agent isolation pattern.

Tired of running gh auth switch every time you move between personal and work projects? Learn how to combine the GH_TOKEN environment variable with zsh's chpwd hook to automatically switch GitHub CLI accounts when you enter a directory.

Learn how to separate work and personal Claude Code accounts on a single PC. Split your settings with CLAUDE_CONFIG_DIR, solve the macOS Keychain sharing issue with CLAUDE_CODE_OAUTH_TOKEN, and configure .zshrc so the account switches automatically based on your working directory.

Learn how to hide the Co-Authored-By trailer that Claude Code automatically adds to commits and the Generated with Claude Code line on PRs. Covers how to use the attribution setting instead of the deprecated includeCoAuthoredBy.

A summary of the cause and fix for the "string is not well-formed UTF-16" Android crash that occurs when splitting a word containing certain CJK characters or emoji character by character.

A walkthrough of the bug where the AppBar back button overlaps with the system grab handle in iPad Split View / Slide Over / Stage Manager. Covers why screen-size based iPad detection fails, the hardware-based alternative, and the subtle AppBar leading alignment pitfall.

Learn how to align AAB artifacts so that Flutter apps are properly listed on the Play Store for Galaxy S26 and other devices using 16KB memory page sizes, and how to build a static verification gate to prevent regressions.