What Is an AI Native Developer? | By Jennifer Riggins feat. Guy Podjarny, Luke Marsden, Mike Mason thenewstack.io/what-is-an-ai-…

Great piece, Jennifer Riggins rocks 🤘

. Shreya Shankar 's paper confirms what I see in practice 1) Automated evals don't work (without semi-manual human alignment) 2) Most tools don't provide this alignment 3) Automated evals add mostly noise 4) You can only write good evals by looking at data and reacting to failures

LOOK AT THE DATA

Team helixml at #KubeCon

Can't wait to run this in helixml so you can GitOps without sending your shit to Sam Altman

Here we make our first foray into coding assistants - with an **open source** MCP server that indexes many private repos, making your code assistant smart when it comes to private, internal enterprise coding conventions. Can't wait to integrate this into helixml

Kodit 0.3 Released: - 10× faster indexing - Private Azure DevOps support - Pre-filter searches - Auto-indexing - Slick CLI progress bars blog.helix.ml/p/kodit-03-10x…