An OpenAI field report across eight biology projects shows coding agents like Codex and Claude Code can deliver 60x runtime gains, but participants warn they are confidently wrong in ways that are easy to miss.

A developer ran all three frontier coding models against real work in July 2026. Here is what the benchmarks miss and which model actually won the annoying tasks.

Slashy learns your tone and reply habits to auto-draft emails that sound like you. Gmail now, Outlook coming soon, at $30/mo or $300/year.

Perplexity AI released Numbat under Apache 2.0 on July 29-30, 2026. It adds local runtime guardrails and post-incident forensics to AI coding agent workflows.

Vibe coding lets non-developers build real products by describing what they want to AI tools like Claude Code, Cursor, Lovable, and Bolt. Here is how the workflow actually runs.

IAB Tech Lab shipped AAMP 2.3 with enterprise deployment options, privacy controls, and standardized workflows to move AI agents into live advertising operations.

Numbat is Perplexity's open-source security suite for AI coding agents. It ships 52 built-in rules, covers Claude Code, Codex, OpenCode, and Pi, and runs across macOS, Linux, and Windows.

A new arXiv study tested Cursor, GPT 5.4, and Claude Sonnet 4.6 on parallel code generation across C++, Python, and Julia. Sonnet led on speedup. GPT 5.4 scored zero.

Google rolled out Gemini Spark across India via a server-side update, targeting Google Workspace users with AI automation tools at Rs 1,950 per month.

xAI launched Grok Build Mode in early beta for SuperGrok Heavy subscribers. Describe your app in chat, get a live preview, and publish to a grok.me link or custom domain.

Vibe coding lets non-developers build real apps in minutes, but researchers found thousands of security flaws in AI-generated software. Here is what to know before you ship.

Google is testing Email Verification Protocol in Chrome, a browser-based method that confirms email ownership without OTPs or magic links. Here's what it means for sign-up conversions.