Yakumo Magazine

How to diagnose pillar quality across three layers—structure, vocabulary, and prose density—and when to reclassify a cluster.

Decision framework for outsourcing vs. productization on an AI-native org foundation, with bateson as a practical case study.

Three Phase A rules prevent breaking changes at Phase B: tenantId in all API args, adapter DI, and cancelToken HMAC hashing.

No inline code and business-decision subjects: two must_avoid constraints that preserve prose density in business-cluster pillars.

Adding sister_pillar_slug to brief YAML separates sister pillars from spokes, aligning graph generation and cross-link skills.

Cluster owns distribution/KPI; persona owns narrative and terminology. Separate both in SSOT and run through the pipeline.

Practical guide for tech leads to design safe Claude Code environments via CLAUDE.md scoping, skill I/O, and permission models.

Implement cluster SEO by using pillar primary keywords as the cluster axis and passing them down to spokes as secondary keywords.

Prevent writing without defining personas using blog-gate G11. Learn how machine detection ensures strategic quality assurance.

Narrowing a pillar's audience.primary to one reveals excluded personas as cluster design gaps, clarifying sister pillar and spoke roles.

Prevent referring to Yakumo as a "company" with a context-aware gate. Learn to combine proximity analysis, allow-lists, and regex.

The montage design for bulk video production via 4-agent division and Remotion type definitions. Full disclosure of the pipeline DAG, Block Schema, and Zod validation.

A pattern for extending blog-gate G-rules to structurally detect missing SEO, audience, and cluster information. This article outlines how to design systems that allow machines to catch architectural failures, such as missing pillar strategy layers, before content production begins.

A hybrid design for detecting corporate terms using forbiddenWords and proximity rules to protect the solo practitioner narrative.

AI-agent video at scale: costs, quality gates, review design, and mid-term ROI — a no-code guide for execs and marketing leads.

Fix false positives in quality gates using stripCodeContexts and proximity analysis to resolve self-contradictions.

A deep dive into medallion's design for automated earnings collection. Covers XBRL/PDF reconciliation and YAML-driven pipelines.

How to centralize brand rule exception management in an SSOT. Defines allow-lists and reference patterns in brand.ts, with gate scripts referencing them.

Learn how to design quality gates that balance strictness and flexibility using 3-level analysis and a two-stage fail/warn system.

What does it mean to automatically retrieve earnings data every morning at 5am? Using medallion as a case, this article examines labor cost comparisons, data quality, investment rationale, and paths to financial analysis for executives.