Field Notes & Writing

Writing

Reflections on digital product thinking, UX systems, full-stack craft, and sovereign hosting.

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Oct 26, 2026 · 7 min read

MCP-Native Client Portals: Connecting Claude and ChatGPT Safely to Project Status & Billing

Modern B2B clients want to ask their AI assistant 'Where does our project stand and which invoices are due?' without navigating complex dashboards. Here is the security architecture behind Sajjad Studio's Client Portal MCP.

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Oct 24, 2026 · 8 min read

Connecting AI Agents Safely to Production Databases with MCP

Giving an LLM direct SQL execution access is the fastest way to leak cross-tenant data or lock up production tables. Here is how Model Context Protocol (MCP) creates an auditable, rate-limited security boundary.

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Oct 22, 2026 · 6 min read

Resilient B2B App Shell Architecture in Next.js 16

Enterprise operators spending eight hours a day in a financial or operations dashboard shouldn't see repeated sidebar skeletons or layout shifts on every tab switch. Here is how we engineer desktop-grade app shells in Next.js 16.

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Aug 20, 2026 · 5 min read

Design, build, and host as one practice

A product experience does not stop at the prototype. The way it is built, deployed, and cared for changes what people feel when they use it.

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From the first flow to the first deployment

Aug 12, 2026 · 4 min read

From the first flow to the first deployment

The first version should make the important path obvious. Everything else can earn its place as the product becomes real.

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Hosting is part of the experience

Aug 4, 2026 · 4 min read

Hosting is part of the experience

A product can look considered and still feel careless when it is slow, fragile, or difficult to operate.

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Journal

Writing

MCP-Native Client Portals: Connecting Claude and ChatGPT Safely to Project Status & Billing

Connecting AI Agents Safely to Production Databases with MCP

Resilient B2B App Shell Architecture in Next.js 16

Design, build, and host as one practice

From the first flow to the first deployment

Hosting is part of the experience

Have a project in mind?

MCP-Native Client Portals: Connecting Claude and ChatGPT Safely to Project Status & Billing

Connecting AI Agents Safely to Production Databases with MCP

Resilient B2B App Shell Architecture in Next.js 16

Design, build, and host as one practice

From the first flow to the first deployment

Hosting is part of the experience