Freshwater Insights

Cursor Worktrees - a glimpse into the future of software!

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Cursor Worktrees - a glimpse into the future of software!

Oct 21, 2025

I discovered a new feature in my favourite IDE cursor, yesterday called Work Trees, which allows you to run multiple agents as a, basically an agent swarm against your code base.

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What ChatGPT-5 (and the Latest AI Breakthroughs) Mean for Business

Aug 31, 2025

What ChatGPT-5 (and the Latest AI Breakthroughs) Mean for Business

What ChatGPT-5 (and the Latest AI Breakthroughs) Mean for Business

Introducing our Agent Platform

Mar 27, 2025

Introducing our Agent Platform

We’re cooking up something new: an enterprise solution for rapid deployment and experimentation of the latest AI capabilities across multiple channels

Here’s to an incredible 2025!

Jan 6, 2025

Here’s to an incredible 2025!

I’m kicking off 2025 with a bang: two incredible new clients for Freshwater Futures, exciting projects underway, and a fresh focus on building AI - not just talking about it.

Building a ChatBot using Python + Cursor + Claude for complete beginners

Sep 5, 2024

Building a ChatBot using Python + Cursor + Claude for complete beginners

A friend was asking, “where do I get started with AI Engineering skills?” So here it is a lightly edited guide to Building a ChatBot using Python Cursor and Claude.

How to use AI safely at work: and avoid getting fired for using ChatGPT

Aug 5, 2024

How to use AI safely at work: and avoid getting fired for using ChatGPT

Learn how to use AI safely at work, and beware: if you are not paying for a product, YOU are the product!

Claude 3.5 Sonnet Demo: Free landing pages for all!

Jun 21, 2024

Claude 3.5 Sonnet Demo: Free landing pages for all!

Here is a video demonstrating the new artifact feature on the worlds best LLM as of today - Claude 3.5 Sonnet!

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