On-Device Gemma and Enterprise Edge AI: Deployment Governance Beyond the Demo
How to move from local model excitement to secure, manageable endpoint AI deployment in real organizations.
#frontend
12 articles
Google Stitch and the New AI Product Design Workflow: Faster Prototypes, Higher Governance Burden
How teams should redesign product-design pipelines when conversational UI generation shortens ideation-to-prototype cycles.
AI Coding Agents Need Eyes: Designing UI Verification and Evidence Pipelines
How to prevent silent visual regressions by adding screenshot evidence, deterministic checks, and review workflows for coding agents.
Mobile Desktop Mode Is Back: Enterprise Readiness Checklist Beyond the Demo
Desktop-mode phones are improving, but production workplace adoption depends on identity, endpoint policy, and support operations—not UI polish alone.
Vite 8 Upgrade Strategy for Enterprise Frontends: Baseline, Risks, and Rollout
How to migrate large frontend portfolios to Vite 8 with compatibility testing, plugin audits, and safe release waves.
One-Week Framework Rebuilds: The New Economics of AI-Native Tooling
What teams should learn from AI-assisted framework rewrites and how to evaluate when rapid rebuilds are worth it.
Figma MCP Layer Generation: Governance Contracts for Real Design-to-Code Pipelines
A practical operating model for teams using Figma MCP layer generation in VS Code while preserving design-system integrity and delivery speed.
From Layer Generation to Delivery: Governing Figma MCP in Real Teams
A control framework for teams adopting AI-generated design layers directly from development environments.
From Prompt to Pixels: Operating Design-Engineering Workflows with Figma MCP
A practical operating model for teams adopting MCP-driven UI layer generation from code editors into production design systems.
From Figma MCP to Production: Delivery Contracts for Design-to-Code
A contract-first operating model for teams using Figma MCP generated layers directly inside engineering workflows.
From Figma MCP to Production UI: A Design-to-Code Operating Model
A practical framework for turning MCP-powered design layer generation into reliable frontend delivery.
Figma MCP Layer Generation in VS Code: How to Ship Faster Without Losing UI Governance
A practical operating model for teams adopting Figma MCP server layer generation in production frontend workflows.