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.

A Thoughtworks CTO ran a controlled experiment: refactor a 17,155-line file, then measure token costs for identical changes. Input tokens dropped from 159,564 ...

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 ...

Rick Kranz built 100+ AI automations and found one consistent failure mode: raw data without a semantic layer. Here's the three-part fix he landed on.

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

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 ...

AI coding agents like Kiro and Claude Code ship code at machine speed. This two-pillar AppSec framework covers every control you need, from IDE steering to ...

The real decision isn't which AI coding tool to buy, it's which category you need. Here's a pricing breakdown of assistants, agents, and the tools that blur ...

Copilot and Cursor renewals are coming. Here's a 5-step, 14-day audit that identifies unused licenses, waste patterns, and the data your CFO actually needs.

Oslo-based Mimir closed a $600,000 pre-seed led by Sondo Capital. The AI platform handles 250,000 customer conversations a month across 60 brands in five ...