Build logs, automation workflows, and honest lessons — not hype. For owners and builders who want real results.
How the trend «CyberAgent moves faster with ChatGPT Enterprise and Codex» affects AI engineering on monoliths — SCOPE sizing, harness verification, and monetization-safe publishing.
How the trend «Harness engineering: leveraging Codex in an agent-first world» affects AI engineering on monoliths — SCOPE sizing, harness verification, and monetization-safe publishing.
Agents fail on legacy code when tasks are oversized. Here is the SCOPE card, harness loop, and what we packaged into a $20 playbook.
MCP connects AI assistants to docs, browsers, and APIs in a standard way. Here is when it helps — and when it is overkill.
Run models locally for private refactors, offline work, and cheap experiments — with realistic limits on quality and context.
Automated review catches style issues; it does not replace security review. A merge checklist for agency WordPress code.
We parse trending topics for ideas only — never republish wire copy. How trend scouting becomes unique SEO articles.
Self-hosted n8n vs cloud Make: complexity, cost, GDPR, and which workflows actually matter for a WordPress studio.
Agents shine on greenfield React; WordPress and Yii2 need smaller tasks, explicit hooks, and regression checks.
Repeatable harness: Cursor skills, deploy scripts, trend scout, and verification-before-completion — not one-off prompts.
UserAgent057 builds WordPress sites with WhatsApp funnels and local SEO — separate from this blog.