AI-assisted developers introduce security vulnerabilities at 10x the rate of peers. 45% of AI-generated code contains OWASP Top 10 flaws. The debt is invisible until it isn't.

AI can speed up prospect research, lead scoring, and outreach prep — but it can't replace the judgment behind your targeting. Here's how to use it without creating more noise.

Former ByteDance exec Lucky Zhang is betting vibe coding becomes the next creator medium. Sekai has 20 million user-made mini-apps and just closed a $20M Series A.

Crosby combines lawyers from elite firms with engineers from top startups to process commercial contracts using AI. Here is how the neofirm operates.

Computer science majors are declining as non-technical students flood AI courses. Here is what the enrollment shift means for the workforce pipeline.

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.

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.

Superblocks signed a multi-year marketing agreement with AWS that puts vibe coding inside enterprise private clouds. Here is what it signals about where AI infrastructure is heading.

QM is an open-source multiplayer agent harness for startups. Each employee gets an isolated workspace with scoped permissions for Slack and the web.

Michael Pfaffenberger grew Walmart's internal vibe-coding tool from 1,000 to nearly 75,000 users in a year. Now he's joining AI startup Pydantic.

Freight Hero's $5M seed round, led by Field Ventures, backs an AI-plus-human model that runs a broker's back office end to end. Total funding: $6M+, valuation $22M+.