Applied AI
Practical AI features and workflows that are dependable, easy to check and built around the people using them.
Independent technology lab
PhluentLabs is an independent technology lab. We design and build AI-powered products and tools, and share what we learn every Sunday in Phluent Weekly.
What we build
Small, focused work that holds up in daily use, and an honest account of how it was made.
Practical AI features and workflows that are dependable, easy to check and built around the people using them.
Focused software with one clear job, designed carefully, built to run every day and kept running after launch.
Our Sunday newsletter on AI, software and building useful things, written from the work itself.
Approach
Every project moves through the same five stages, whether it takes an afternoon or a quarter.
Define the problem, the constraints and what done looks like before anything is built.
Understand the domain and the options, and write down where every fact came from.
Ship in small, tested steps that are easy to read and easy to reverse.
Check every change for mistakes, security and quality before it goes anywhere.
Launch, watch how it behaves, and keep it running long after the first version.
Every feature has to earn its place. If it doesn't solve a real problem, it doesn't ship.
AI speeds up the work. A person reads the result and decides what goes out.
No invented numbers and no demos that only work once. Unknowns are shown as unknown.
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Field notes on AI, software and building useful things. Every Sunday.