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Field notes from building real systems

Practical writing on AI agents, multi-tenant SaaS, browser automation, full-stack engineering, and the operational reality behind shipping software that actually gets used. No buzzwords without receipts.

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AI Agents vs Automation Workflows: How to Pick the Right Approach in 2026

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AI & AutomationMay 24, 2026 • 7 min read

AI Agents vs Automation Workflows: How to Pick the Right Approach in 2026

When to reach for a deterministic n8n workflow and when an AI agent actually earns its keep. A practical guide based on shipping real automation in production.

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SaaS Engineering

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6 posts

AI & Automation• 7 min read

AI Agents vs Automation Workflows: How to Pick the Right Approach in 2026

When to reach for a deterministic n8n workflow and when an AI agent actually earns its keep. A practical guide based on shipping real automation in production.

May 24, 2026Read

SaaS

SaaS Engineering• 9 min read

Building a Multi-Tenant WhatsApp API SaaS: Architecture Lessons From Production

What it actually takes to run a WhatsApp Web automation platform for hundreds of tenants — Laravel, Node bridges, Redis-backed sockets, and the foot-guns nobody mentions in the demo.

May 18, 2026Read

Infra

AI Infrastructure• 6 min read

Why Browser Automation Is Quietly Becoming the Next Big SaaS Primitive

Browser-as-a-service is going from CI tooling to a first-class building block for AI agents. Here is what changed, and what to build on top of it.

May 12, 2026Read

Security

Security• 8 min read

Securing Multi-Tenant Laravel Apps: Hardening Beyond OWASP Top 10

A practical checklist for Laravel SaaS that already passed a vulnerability scan but still has a long tail of multi-tenant risk hiding in plain sight.

May 04, 2026Read

Web Development• 7 min read

Figma to Elementor in One Click: The Design-to-Code Pipeline I Actually Use

How a Figma file becomes a live, editable Elementor page with reusable templates, automated QA, and zero hand-editing of HTML. The pipeline, the gotchas, the parts that still need a human.

April 26, 2026Read

Stack

Architecture• 8 min read

Next.js, Laravel, or Both? Picking a SaaS Stack in 2026

A non-religious comparison from somebody who ships in both stacks every week. When Next.js earns the spot, when Laravel does, and when the answer is honestly both.

April 18, 2026Read

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The shipped portfolio is the longest-form body of work

These articles are field notes. The shipped apps, automation systems, websites, and infrastructure builds are the longer story — and the strongest proof.

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