AI Code Review

Creator

Creator

Seonglae Cho

Created

Created

2026 Jun 25 10:51

Editor

Editor

Seonglae Cho

Edited

Edited

2026 Aug 27 13:58

Refs

Refs

kenn-io • Updated 2026 Jun 25 10:34

Adversarial Review: Structured Disagreement for Grounded Agentic...

Early multi-agent LLM systems often used role-separated teams, yet scaling agent count yields diminishing returns on repository-level coding tasks. Recent alternatives treat agents as passive...

https://arxiv.org/abs/2608.18167

In the age of AI agents, competitiveness doesn’t hinge on “who can generate more code,” but on design judgment: deciding what to build and what to refuse, and on “taste,” the ability to preserve a product’s conceptual integrity.

I’m an entrepreneur and engineer focused on AI developer tools and data systems. My principal role is Founder at Kenn Software. I am also a Principal Architect at Posit, where I contribute to Python and AI strategy. I was a founder of Voltron Data, Ursa Labs (with Posit), and DataPad. I wrote Python for Data Analysis which you can read for free here or buy a copy to support me. I am a Member of The ASF.

https://wesmckinney.com/blog/the-mythical-agent-month/

Recommendations

//////