Security firm Glow found over 13,000 internal developer screenshots exposed publicly on GitHub across 300+ organizations, including billing records and unreleased features.

A Harvard study of 700+ firms finds AI coding agents inflate commits and pull requests while human code review consumes the efficiency gains. The numbers are stark.

AI SEO is about getting your brand cited in AI-generated answers from Google, ChatGPT, Copilot, and Perplexity. It builds on traditional SEO, not replaces it.

One developer ran Cursor, Copilot, Claude Code, Windsurf, and Replit Agent through real work for a month. Here is what each tool actually does well and where each one breaks.

Meta's internal data shows peer review between two coding agents outperforms scaling a single agent's budget. RADAR, Adversarial Review, and Wink numbers inside.

Forrester says 94% of business buyers now use AI search during purchasing decisions. Ahrefs' Louise Linehan lays out how to track ROI when attribution is broken.

Cline Bot's open-source coding harness now handles general knowledge work beyond coding, with 20x token growth since May 2026 on CoreWeave's serverless platform.

OpenAI is rolling out visual ad formats and third-party measurement for ChatGPT. A 47-advertiser study found invalid click rates as high as 34%.

Ahrefs found AI ranks second only to Google for signups, ahead of YouTube, but most of its influence never appears in referral reports. Here is the measurement gap.

By October 2026, at least four viable Photoshop alternatives had shipped, three of them open source. Here is what each one handles and where each one falls short.

AI search revenue jumped 321% in 13 months across 175 websites. Plus ChatGPT ads, a Bain warning on workflow redesign, TikTok agents, and OpenAI's Dots.

Wira Sihombing shares what he learned switching from a Cursor Composer-only workflow to a multi-model AI coding setup. Worth a read for devs going deep on AI agents.