Chris Kapsalis

I build open-source tools that turn domain knowledge into explicit, repeatable guidance for AI assistants. We need better decisions, not just automations.

[Chris Kapsalis @c_kapsalis_tech]

Technical documentation can become a testable interface between product design, human understanding, and agent execution.

Agents may help reveal ambiguities, missing prerequisites, inconsistent terminology, stale examples, and unsupported claims.

However...

[Chris Kapsalis @c_kapsalis_tech]

@sophie_launch https://t.co/CUCCghnAkZ

[Chris Kapsalis @c_kapsalis_tech]

@elonmusk @elonmusk after a long time building with claude code and codex I have really seen a difference and have achieved breakthroughs on my views of product and content after using Grok. My latest project https://t.co/CUCCgho8ax is the culmination of grok going over my knowledge base.

[Chris Kapsalis @c_kapsalis_tech]

@FurqanR Build it and they will come is the "Marketing Myopia" fallacy recorded in the literature. If you do not pin down your positioning and repeatedly deliver on the promise you make on all aspects of Product, Price, Place, and Promotion you're at a loss. https://t.co/EYOMPDp2tX covers the last part.

[Chris Kapsalis @c_kapsalis_tech]

@mrtbrgl yes yes yes https://t.co/CUCCghnAkZ

[Chris Kapsalis @c_kapsalis_tech]

@AdiKumarSaroj https://t.co/CUCCghnAkZ

[Chris Kapsalis @c_kapsalis_tech]

Have you ever been afraid that you have lost control of your AI-generated content?

[Chris Kapsalis @c_kapsalis_tech]

Human-in-the-loop isn’t a buzzword here.

You accept or reject every edit and say why.
The original text is never altered without your say-so.

Decisions become a timestamped editorial history you can export.

→ https://t.co/MyXM0qVLzg

[Chris Kapsalis @c_kapsalis_tech]

Have you ever been afraid that you have lost control of your AI-generated content?

[Chris Kapsalis @c_kapsalis_tech]

Human-in-the-loop isn’t a buzzword here.

You accept or reject every edit and say why.
The original text is never altered without your say-so.

Decisions become a timestamped editorial history you can export.

→ https://t.co/MyXM0qVLzg

[Chris Kapsalis @c_kapsalis_tech]

Have you ever been afraid that you have lost control of your AI-generated content?

[Chris Kapsalis @c_kapsalis_tech]

Human-in-the-loop isn’t a buzzword here.

You accept or reject every edit and say why.
The original text is never altered without your say-so.

Decisions become a timestamped editorial history you can export.

→ https://t.co/MyXM0qVLzg

[Chris Kapsalis @c_kapsalis_tech]

Have you ever been afraid that you have lost control of your AI-generated content?

[Chris Kapsalis @c_kapsalis_tech]

Human-in-the-loop isn’t a buzzword here.

You accept or reject every edit and say why.
The original text is never altered without your say-so.

Decisions become a timestamped editorial history you can export.

→ https://t.co/MyXM0qVLzg

[Chris Kapsalis @c_kapsalis_tech]

Have you ever been afraid that you have lost control of your AI-generated content?

[Chris Kapsalis @c_kapsalis_tech]

Human-in-the-loop isn’t a buzzword here.

You accept or reject every edit and say why.
The original text is never altered without your say-so.

Decisions become a timestamped editorial history you can export.

→ https://t.co/MyXM0qVLzg

[Chris Kapsalis @c_kapsalis_tech]

Have you ever been afraid that you have lost control of your AI-generated content?

[Chris Kapsalis @c_kapsalis_tech]

Human-in-the-loop isn’t a buzzword here.

You accept or reject every edit and say why.
The original text is never altered without your say-so.

Decisions become a timestamped editorial history you can export.

→ https://t.co/MyXM0qVLzg

[Chris Kapsalis @c_kapsalis_tech]

Have you ever been afraid that you have lost control of your AI-generated content?

[Chris Kapsalis @c_kapsalis_tech]

Human-in-the-loop isn’t a buzzword here.

You accept or reject every edit and say why.
The original text is never altered without your say-so.

Decisions become a timestamped editorial history you can export.

→ https://t.co/MyXM0qVLzg

[Chris Kapsalis @c_kapsalis_tech]

@SandrineZambou @SandrineZambou There is an interactive demo https://t.co/u3DmHLYZSI plus GIFs on the landing page

[Chris Kapsalis @c_kapsalis_tech]

@bolljjy @imryanarya007 thank you sir @bolljjy

[Chris Kapsalis @c_kapsalis_tech]

@maaaxritz @maaaxritz then you would lose nothing trying out the open source skill https://t.co/WrQuibFzM9 - the difference is that it does not progressively learn implied editing rules and preferences of yours. Avid gpt usage might get you to create a lot of unoriginal content though...

[Chris Kapsalis @c_kapsalis_tech]

@alexii_9 There's an interactive demo! https://t.co/u3DmHLYZSI

[Chris Kapsalis @c_kapsalis_tech]

Read it twice.
Send it once.

Second Read is the careful second reader for the words you ship — docs, copy, release notes, landing pages.

Anchored. Explained. Yours.

Try the demo → https://t.co/MyXM0qVLzg

[Chris Kapsalis @c_kapsalis_tech]

For people who still edit their own drafts.

Second Read Studio is free for the entire beta.

Apply, get an invite, then review real suggestions side-by-side with your text — decision by decision.

→ https://t.co/MyXM0qVLzg

[Chris Kapsalis @c_kapsalis_tech]

Human-in-the-loop isn’t a buzzword here.

You accept or reject every edit and say why.
The original text is never altered without your say-so.

Decisions become a timestamped editorial history you can export.

→ https://t.co/MyXM0qVLzg

[Chris Kapsalis @c_kapsalis_tech]

Sometimes you need an assistant to tell you that further edits would be detrimental. Second Read does that from day 1.

[Chris Kapsalis @c_kapsalis_tech]

When a passage already works, Second Read can recommend leaving it alone.

No forced rewrites.
No inventing “improvements.”

Clean drafts get zero changes.

→ https://t.co/MyXM0qVLzg