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Host a private PyPI registry with pypiserver and a local npm registry with Verdaccio to cache Python and Node packages. Setup takes under 30 minutes.

Build WCAG 2.2 AA-compliant web forms with semantic HTML, ARIA attributes, real-time inline validation, and clear error summaries for all users.

Defend LLM apps with input sanitization, output filtering, structured generation, and system prompt isolation to prevent injection and data leaks.

Build context-aware Home Assistant dashboards with conditional cards. Show or hide elements by state, time, presence, and screen size automatically.

Three tiers of AI development: inline completions for flow, agent sprints for features, and overnight batch runs. Route each task to the right one.

A practical Docker image security checklist: minimal bases, non-root users, read-only filesystems, capability dropping, pinning, and scanning.