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Blog

Notes on chat, AI, and small business.

What we're shipping, what we're learning, and the occasional opinion about the broader space.

W
Essay

Why most chatbots fail — and what we did differently.

The pattern is familiar: hype, deploy, embarrassment, removal. Most chatbot projects die within ninety days. We dug into the post-mortems and built the opposite.

Lena Park · 8 min read June 02, 2026
C
Engineering

Cutting first-token latency by 60%

A rewrite of our inference path, the trade-offs we made, and how to measure latency that matters to humans.

Daniyar Omar · 12 min May 24
M
Customer

How Meridian Dental booked 240 extra appointments

A profile of one of our earliest customers and the one configuration change that doubled their bookings.

Aoife Brennan · 6 min May 11
D
Design

Designing for "I don't know"

How we built UI for the most underrated answer a chatbot can give.

Iris Vandermeer · 5 min Apr 28
A
Opinion

AI assistants don't need personalities

Why the trend toward chatty, joke-cracking bots is a bug, not a feature.

Lena Park · 4 min Apr 14
S
Tutorial

Setting up bookings in five minutes

A walkthrough — calendar OAuth, service configuration, and the four settings that actually matter.

Hina Saito · 7 min Apr 02
C
Engineering

Crawling websites politely

Notes on robots.txt, rate-limiting, and the rules we follow when indexing customer sites.

Tomás Reyes · 9 min Mar 19
F
Customer

Folio & Co. — from contact form to chat

How a 4-person agency replaced their contact form with Aigenta and tripled qualified leads.

Felipe Costa · 6 min Mar 04
E
Essay

The economics of one missed booking

Why "saves you one booking a month" is the most honest pricing pitch in chat tooling.

Lena Park · 5 min Feb 20