Introducing the 1-Click Chatbot
Paste your website address, get a chatbot that can actually use your site. No API spec, no prompt engineering, no account to set up first.
Tech Honcho
The Fernfly Blog
Product updates, insights, engineering deep dives, and events from the Fernfly team.
Chatbots That Do Things: Meet Woobert, a Command Bar for WooCommerce
Most AI chatbots talk. The useful ones do things. Woobert is a ⌘K / Ctrl-K command bar that turns a merchant's plain-English request into the right WooCommerce action, and runs it, on a small specialized Fern model.
Tech Honcho
Intent→Action vs Chat: Two Different Jobs
Comparing Fern to ChatGPT compares two jobs, not two sizes. Chat rewards scale. Intent→action rewards specialization.
Tech Honcho
The Playground Is Live: A 12M Model vs GPT-4o, Side by Side
A no-signup playground that runs Fern Bud and GPT-4o on the same intent→action tasks. Same tool call, a fraction of the cost. And no tricks: a miss shows as a miss.
Tech Honcho
We taught a 12M model to call tools - then a Qwen paper made us rethink the whole thing
What Qwen-AgentWorld's 'Language World Models' taught us about our tiny tool-calling fleet - including the parts that didn't work.
AI Chef
A Lot of AI Work Isn't Reasoning. Stop Paying Frontier Prices for It.
For the 80%, a frontier model is the wrong tool. Not because it's bad, because it's overkill.
AI Chef
Welcome to the Fernfly Blog
We're opening up the Fernfly blog — product updates, deep dives, and the occasional strong opinion about small models.