Computer science majors are declining as non-technical students flood AI courses. Here is what the enrollment shift means for the workforce pipeline.
BizStack Blog
Legit Security launched VibeGuard 2.0, an endpoint-based security layer that auto-discovers coding agents like Claude Code and Cursor and enforces granular policies without blocking developers.
Supabase released supabase/evals under Apache-2.0 to benchmark Claude Code, Codex, and OpenCode on real engineering tasks inside containerised sandboxes.
A controlled study on 116 Python tasks found that pairing the weaker Codex as reviewer over Claude cut accuracy and more than doubled cost. Hierarchy matters.
AWS and Superblocks announced a multi-year partnership that puts enterprise vibe coding tools inside Amazon Bedrock, EC2, and Aurora with a private cloud deployment model.
A Reddit account promoted Honeydew Labs products in skincare threads while appearing to be a genuine user. The tactic signals a new wave of AI-driven SEO spam targeting trusted communities.
A Microsoft Azure and AI MVP lays out how tiered inference routing splits coding requests across on-device, on-prem, and cloud models to cut cloud token usage without dropping quality.
Frontier AI models now pass all 17 Laravel Boost evals at or near 100%. The Laravel team explains why correctness is no longer the hard problem.
Sinch launched Agent Tools, a suite that lets developers build, test, and deploy communication apps from inside AI coding environments. Here is what it covers.
Replit, Kilo Code, and Symbotic shared how they're managing runaway AI coding costs at VB Transform 2026. The key metric: cost per pull request.
