Ai

A case study on building event photo collection with QR uploads, S3, Lambda, Rekognition, and moderation workflows.

A practical architecture for AI agents that can read business data, draft actions, and stay inside controlled permission boundaries.

How AI changes the economics of legacy modernization, and why architecture, data ownership, and incremental migration still matter.

A practical starting point for small businesses that want AI automation without turning a messy process into a faster messy process.

Why "vibe-coded" AI experiments collapse under production pressure and how partnering with an experienced consultant keeps your launch on track.