ai chatbot

A Day in the Life of a Single Document, From Upload to Answer

Follow one document through the entire pipeline — upload, chunking, embedding, weeks of sitting idle, and the moment it finally answers a real question.

3 min read
ai chatbot

The Question We Almost Didn't Answer

A pricing question, two contradictory documents, and one confident wrong answer that almost went out before anyone caught it. What actually happened, and what we changed.

3 min read
ai chatbot

If Our Chatbot Wrote Its Own Performance Review

A month of support conversations, from the chatbot's side — what it got right, what it escalated, and what it wishes people understood about the job.

3 min read
ai chatbot

Eulogy for a Support Ticket That Never Existed

A short, sincere eulogy for the 11:47 p.m. support ticket that almost got filed — and the quiet chain of events that meant it never had to be.

4 min read
ai chatbot

300 Milliseconds: Everything That Happens Before a Chatbot Answers

A millisecond-by-millisecond breakdown of what actually happens between a visitor hitting send and an AI chatbot's answer appearing on screen.

4 min read
ai chatbot

Anatomy of One Chatbot Conversation

A single, realistic support conversation annotated turn by turn — what's actually happening behind each reply, from retrieval to escalation.

4 min read
case study

We Pointed Lumen Chat at Our Own Docs. Here's What It Couldn't Answer.

We ran our own help docs and blog through Lumen Chat and published the real list of questions it fell back on — and what we fixed because of it.

3 min read
security

We Spent a Week Trying to Jailbreak Our Own Chatbot. Here's What Actually Worked.

A week of real attempts to break Lumen Chat's guardrails — what worked, what didn't, and what we changed because of it.

4 min read

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