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HomePosted by Huzefa Motiwala
Blog

Document AI and Workflow Automation: What Actually Ships in Regulated Work

by Huzefa Motiwala August 28, 2026
A stack of heavy metal plates in which the lowest plate bears the weight of every plate above it.
Blog

Adding a Public API to a Legacy SaaS: What Breaks

by Huzefa Motiwala August 14, 2026
A guarded pressure valve and locked hatch on the side of an old industrial machine, one controlled opening into a fragile core
Blog

Event-Driven Architecture: The Failure Modes Teams Hit in Production

by Huzefa Motiwala August 12, 2026
A transparent pipe section carrying identical duplicated message capsules jammed and flowing out of order
Blog

Human-in-the-Loop AI Workflow Automation: Where Judgment Still Belongs

by Huzefa Motiwala August 10, 2026
A glossy track-switch lever with a single human hand resting on it, one rail branching to automatic flow and one to human review
Blog

MCP in Production: What the Model Context Protocol Actually Solves

by Huzefa Motiwala August 7, 2026
A single standard socket into which many differently shaped plugs connect, representing MCP as a universal adapter
Blog

React Server Components in Production: Where They Help and Where They Hurt

by Huzefa Motiwala August 5, 2026
A split rendered panel, one half server-side and one half interactive client, encoding the React Server Components boundary
Blog

RBAC vs ABAC: Authorization Patterns for Multi-Tenant SaaS

by Huzefa Motiwala August 3, 2026
A door lock whose fixed brass keyway is being replaced by a programmable policy dial, encoding RBAC versus ABAC
Blog

Multi-Tenant SaaS Architecture: Shared vs Isolated, and When to Switch

by Huzefa Motiwala July 31, 2026
A cross-section of one building with several shared open floors and one sealed, walled-off private floor, showing pooled versus isolated tenants.
Blog

Field-Force Adoption: Why Secondary Sales Rollouts Stall After Launch

by Huzefa Motiwala July 29, 2026
A powered-off rugged handheld sales device left face-down on a warehouse surface, screen dark and unused
Blog

Measuring ROI on Secondary Sales Automation: The Metrics That Matter

by Huzefa Motiwala July 27, 2026
A rising stack of ledger coins forming an upward bar, encoding measurable return on secondary sales automation

Posts pagination

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Artificial intelligence is embedded into how we build and analyse software systems. But engineering remains human-led.

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