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.

Meta's new SWE-sweep benchmark tested 4,068 real bugs across 100 open-source codebases. Without a human bug report, the top agent drops from 75% to under 5%.

A UNSW study of 55 students found AI-assisted coders scored 89% on tasks but only 41% on retention tests, versus 53% for the Google group. Here is what engineering leads are doing about it.

Single Grain's Eric Siu walks through a live AI SEO system using Grok Bot, Jev, Muse, and Codex to find content gaps, draft pages, and measure AEO and GEO results.

Anthropic launched Mods for Claude Code, JavaScript/TypeScript plugins that run with your own system permissions. Here's what that means for developers.