When an AI Vendor Cuts You Off: A Stack Risk Lesson
Anthropic pulled its newest models worldwide after a US government directive targeted foreign nationals. The stack lesson: model access is a revocable dependency.
Tag: workflow
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Why Git Context Beats Memory Agents in Client Work
Why auditable git-tracked context beats agent memory you cannot easily inspect, review, or scope when many client repos run in parallel for paid work.
WooCommerce Product Import: CSV, WP All Import, or Manual?
WooCommerce product import succeeds when the tool matches the data shape. Choose native CSV, WP All Import, or manual entry without corrupting custom meta.
WordPress Background Jobs Need a Lock and Persistent State
Why long-running WordPress jobs need an atomic start lock, durable run state with a run ID, and recovery that survives worker crashes without duplicate imports.
WordPress Python Integration: The Operational Trade-off
When a Python sidecar improves a WordPress workflow, what it adds to operations and security, and how to keep the integration recoverable in production.
AI Skills as Workflow Infrastructure for Technical Work
AI skills turn repeated decisions into reviewable workflow infrastructure by packaging context, procedures, tools, and acceptance criteria for technical work.
AI Quality Gates Beat Checklists in Content Pipelines
Why blocking scripts outperform manual review in AI content workflows: deterministic gates catch what tired humans skip under deadline pressure.
Symbolic Regression and Minimal Basis Stack Audits
Symbolic regression finds formulas, not predictions. What the EML operator teaches developers about stack redundancy and interpretable ML alternatives.
CMS Trends 2026: What Matters and What's Just Hype
CMS trends 2026: composability fatigue is real, AI earns its place only in narrow workflows, and GEO is changing how you should model content.
AI Leverage and the Cost of Developer Ignorance
AI doesn't replace developers - it multiplies them. But ignoring it means everyone else scales while you stay linear.
CMS Conf 2026: A Conference About Content Systems
Europe's first conference dedicated to CMS architecture and content decisions is coming to Gdynia, Poland this November. Here's what it's about.
Astro + AI vs WordPress for Simple Content Sites
AI does not replace WordPress, but it changes the threshold at which a simple expert blog may no longer need a traditional CMS - and that shifts the decision.