Claude Code, Codex, and agentic workflows for ecommerce operators — plus the marketplace creative strategy that still moves revenue.
A build log on the Amazon creative automations I actually run. The workflows took an evening. The constraint sentences took longer — and they are the product.
Read more →Amazon's algorithm now weighs dwell time, scroll depth, and image interaction as ranking signals. Here's the creative playbook to optimize your listing for the engagement metrics that move organic rank.
Read more →Learn how to review AI work fast and accurately. A practical framework for operators to evaluate AI output, develop taste, and ship confidently.
Read more →Most AI agents never get better. Here's how to build AI agent feedback loops that compound — with the scoring system, correction workflow, and weekly cycle I use across 30+ production automations.
Read more →How to write Amazon bullet points that convert after the 75-character title limit. The 5-bullet framework, mobile truncation math, and A/B testing protocol.
Read more →Your carousel and your A+ Content are answering the same questions and ignoring the rest. The allocation map that assigns every buyer question to one surface.
Read more →AI agent security matters when your automations touch real business systems. Here's the operator's playbook for permissions, credentials, and audit trails.
Read more →How to calculate the real ROI of Amazon product photography. Pricing benchmarks, conversion lift data, the hidden cost multiplier, and a framework that tells you exactly when professional listing creative pays for itself.
Read more →Amazon's Review Listing Changes tool auto-publishes AI content edits after 14 days of no response. The default is publish. Here's what that costs your rank.
Read more →Learn how to build AI agent workflows that chain multiple agents into multi-step business automations. Patterns, real examples, and error handling for operators.
Read more →Home decor sells on emotion, but converts on context. The image stack strategy for Amazon home decor listings — from hero image to A+ — that turns browsers into buyers.
Read more →Opus 5 became the default on Claude Max on July 24. Every catalog prompt you validated is now running on a model you never tested — and you can't detect the drift.
Read more →Amazon now requires metadata tagging for AI-generated people in listing images. Here's how to comply, when AI models beat real photography, and when they tank your CVR.
Read more →Context engineering for AI agents is the difference between agents that nail it first try and agents that hallucinate. Here's the full system I use across 30+ production automations.
Read more →A practical framework for deciding AI instead of hiring for your next role. Real cost comparisons, task criteria, and the hybrid model that actually works.
Read more →Your Amazon images won't convert on TikTok Shop. After auditing 300+ cross-platform listings, here's what to reuse, what to reshoot, and how to plan one shoot for both.
Read more →Most Amazon images follow the rules but ignore design. Here are the 12 visual principles — composition, typography, color, hierarchy — behind the image stacks that actually sell.
Read more →Your AI agents look fine until they don't. Here's how to monitor AI agents in production with alerting and quality checks that catch silent failures early.
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