Insights · The AgentM blog

Operator notes from running an AI-native studio.

No thought-leadership theatre. What's actually working across six products and one client engagement, with the data behind it. Articles publish on a roughly weekly cadence.

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All Resale & Vinted AI studio operations GLP-1 tracking Tariffs & e-commerce SEO and GEO

4 May 2026

GLP-1 tracking

What to track when you stop weighing yourself

Scales are noisy. They go up two pounds because of salt, and down two pounds because of morning light. Three small data points that tell you more about a GLP-1 routine than the daily number ever could.

4 May 2026

Resale & Vinted

The first 24 hours of a Vinted listing decide the next 30 days

Vinted gives every new listing a freshness window. Get the listing right before you tap publish — and publish at the right hour. The two things that matter more than every bump and every Pro upgrade combined.

3 May 2026

AI studio operations

How we vet community AI skills before installing any of them

Open-source skill libraries are the new attack surface. Here is the seven-step protocol we use at AgentM to evaluate Claude / Cursor / Codex skills before they enter our agents' context.

1 May 2026

Resale & Vinted

Bumping is a tax on lazy listings

Vinted's bump button puts a listing back at the top of the feed for £1.79. It does not fix what was wrong with the listing. A short operator note on why most paid bumps are throwing money at a broken asset.

Topic clusters

What we write about

Each cluster is anchored in one of our products or services. We publish into clusters that compound — so when an article cites a previous one, both rank higher together.

Cluster · AI studio operations

How AI-native studios actually work

Operator notes on the agent stack, human-in-the-loop framework, billing models, and what makes an AI agency different from a traditional one with ChatGPT in the loop.

Cluster · Resale & Vinted

The Vinted reseller economy

Notes from shipping VintSnap into the UK reseller community. Algorithm tuning, side-hustle economics, and the difference between a casual seller and a power seller.

Cluster · GLP-1 tracking

GLP-1 medications and adherence

Compliance-aware coverage of GLP-1 medi