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Field notes on delegation

Patterns, guides, and honest numbers from teams putting AI assistance to work.

Blue light trails flowing across a dark surface

September 22, 2026 · 6 min read

What an AI assistant should do on its first day

A useful assistant proves itself in the first hour, not the first month. Here is the onboarding path we recommend to every new workspace.

Guides

Photo Luke Jones on Unsplash

Glowing dots forming wave patterns across a dark background

September 9, 2026 · 5 min read

Chatbots answer. Assistants finish.

The difference between a chatbot and an assistant is not intelligence. It is whether the task is actually done when you come back.

A tidy desk with a monitor and keyboard center stage

August 26, 2026 · 7 min read

Five workflows worth automating before anything else

Not every process deserves automation. These five almost always pay for themselves in the first month, in this order.

Thin geometric lines converging on a dark background

August 12, 2026 · 4 min read

The audit log is the feature

Nobody trusts a black box with write access to their inbox. The log of what an assistant did, and why, is what makes autonomy acceptable.

A laptop and a small plant on a wooden desk

July 29, 2026 · 6 min read

How to brief an agent so it does not guess

Vague instructions do not fail loudly. They produce plausible work with a wrong assumption buried inside. Here is how to write briefs that surface the ambiguity first.

A desk setup with a laptop and a blue desk mat

July 15, 2026 · 5 min read

Human in the loop is not a limitation

Approval checkpoints are usually framed as the training wheels of automation. Applied at the right points, they are the reason automation survives its first mistake.

A golden wave pattern rendered in fine dots on black

June 30, 2026 · 6 min read

Measuring automation in hours, not vibes

Feels faster is not a metric. Track time returned per week, error rate on the automated step, and how often the review changes the output.

June 17, 2026 · 4 min read

When not to automate a workflow

Some processes should stay manual. Automating the wrong one adds review overhead, hides real problems, and burns the team's trust in the next attempt.

Glowing spheres connected by thin lines on a dark field

June 3, 2026 · 7 min read

Multi-step agents, explained without the hype

An agent is a task that survives interruption. Here is what the loop actually does, and the three properties that separate working agents from demos.

A laptop beside a study lamp and notebooks on a bright desk

May 20, 2026 · 5 min read

From inbox zero to inbox delegated

Inbox zero resets daily. Delegation scales. A practical pattern for getting email from a task you perform to a queue you supervise.

Cover photography from Unsplash by Luke Jones, jonakoh _, Zarak Khan, Gábor Szűts, Minh Pham, Workperch, BoliviaInteligente, Luca Bravo, Ecliptic Graphic, Arnel Hasanovic

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