Who do you work with as an AI automation consultant?

Operations-heavy teams of roughly 10–50 people — agencies, professional services firms, and growing startups. The common thread is a team losing real hours every week to repetitive work that a system could handle.

How long does an automation project take?

A single automation is usually one to two weeks. A connected system across a few tools is more like three to four. Scope is agreed before any work starts.

Do you work hourly or fixed price?

Fixed-scope, fixed-price only. No hourly billing. We agree what's being built and what it costs, then I build it.

What tools do you use to build automations?

Usually n8n for workflow automation, APIs for system integration, and LLM-powered agents (often with RAG) where reasoning is needed. No custom software is built unless off-the-shelf tools can't do the job.

Do we own the automation you build?

Yes. When it's done, it's yours — running in your tools, on your accounts, with documentation so you or another developer can maintain it without me.

Field Notes

Writing on AI, automation, and shipping real things.

Build logs, strategy, and industry breakdowns. Specific over conceptual — written to be useful, not to fill a calendar.

Tags:

StrategyPart 3AI AgentsDeepSeekProduct DesignUX

7 min readAugust 18, 2026

Flat vector illustration of a modern split-pane AI workspace layout with modular interface panels and dynamic canvases in warm cream, charcoal, and blue.

Designing the UI & UX for a Centralized Business AI Hub

A plain chat box is fine for Q&A, but terrible for real business execution. Here is the product and UX blueprint for a dual-pane AI workspace that turns modular agent workflows into an intuitive daily power tool.

Read article

IndustryPart 1AI AgentsDeepSeekOpen Source

7 min readAugust 18, 2026

DeepSeek Harness: Why the Future of AI Coding Isn't a Black Box

Most AI coding assistants are closed appliances — everything hardwired into a single box. DeepSeek Harness treats every capability as an interchangeable plugin on a shared baseplate. Here's why modular architecture matters for growing teams.

Read article

StrategyPart 2AI AgentsDeepSeekSoftware Architecture

10 min readAugust 18, 2026

Flat vector illustration of a central AI switchboard connecting to diverse business apps and isolated data trays in cream, charcoal, and blue.

How to Build a Centralized AI Hub for Your Business (Without the App Sprawl)

Building separate apps for every AI feature leads to subscription chaos and fragmented data. Here is how the DeepSeek Harness blueprint lets you power your company's entire AI stack from one centralized, adaptable platform.

Read article