One engineer made a production SaaS product in an hour: here’s the governance system that made it possible
Every engineering leader watching the agentic coding wave is eventually going to face the same question: if AI can generate production-quality code faster than any team, what does governance look like when the human isn’t writing the code anymore? Most teams don’t have a good answer yet. Treasure Data, a SoftBank-backed customer data platform serving […]
Anthropic says DeepSeek, Moonshot, and MiniMax used 24,000 fake accounts to rip off Claude
Anthropic dropped a bombshell on the artificial intelligence industry Monday, publicly accusing three prominent Chinese AI laboratories — DeepSeek, Moonshot AI, and MiniMax — of orchestrating coordinated, industrial-scale campaigns to siphon capabilities from its Claude models using tens of thousands of fraudulent accounts. The San Francisco-based company said the three labs collectively generated more than […]
Kilo launches KiloClaw, allowing anyone to deploy hosted OpenClaw agents into production in 60 seconds
In the rapidly evolving landscape of artificial intelligence, the distance between a developer’s idea and a functioning agent has historically been measured in hours of configuration, dependency conflicts, and terminal-induced headaches. That friction point changed today. Kilo, the AI infrastructure startup backed by GitLab co-founder Sid Sijbrandij, has announced the general availability of KiloClaw, a […]
How Smarsh built an AI front door for regulated industries — and drove 59% self-service adoption
Presented by Salesforce Smarsh, a global provider of cloud-native, AI-driven solutions that capture, archive, and analyze communications data and intelligence for highly regulated industries, set an ambitious goal: use AI to scale its workforce and increase productivity by 30%. But its customer service team had already identified the real challenge — customers were navigating a […]
Anthropic’s Claude Code Security is available now after finding 500+ vulnerabilities: how security leaders should respond
Anthropic pointed its most advanced AI model, Claude Opus 4.6, at production open-source codebases and found a plethora of security holes: more than 500 high-severity vulnerabilities that had survived decades of expert review and millions of hours of fuzzing, with each candidate vetted through internal and external security review before disclosure. Fifteen days later, the […]
AI Agents are delivering real ROI — Here’s what 1,100 developers and CTOs reveal about scaling them
Presented by DigitalOcean From refactoring codebases to debugging production code, AI agents are already proving their value. But scaling them in production remains the exception, not the rule. In DigitalOcean’s 2026 Currents research report, based on a survey of more than 1,100 developers, CTOs, and founders, 67% of organizations using agents report productivity gains. Meanwhile, […]
Shadow mode, drift alerts and audit logs: Inside the modern audit loop
Traditional software governance often uses static compliance checklists, quarterly audits and after-the-fact reviews. But this method can’t keep up with AI systems that change in real time. A machine learning (ML) model might retrain or drift between quarterly operational syncs. This means that, by the time an issue is discovered, hundreds of bad decisions could […]
Runlayer is now offering secure OpenClaw agentic capabilities for large enterprises
OpenClaw, the open source AI agent that excels at autonomous tasks on computers and which users can communicate with through popular messaging apps, has undoubtedly become a phenomena since its launch in November 2025, and especially in the last few months. Lured by the promise of greater business automation, solopreneurs and employees of large enterprises […]
Microsoft Copilot ignored sensitivity labels twice in eight months — and no DLP stack caught either one
For four weeks starting January 21, Microsoft’s Copilot read and summarized confidential emails despite every sensitivity label and DLP policy telling it not to. The enforcement points broke inside Microsoft’s own pipeline, and no security tool in the stack flagged it. Among the affected organizations was the U.K.’s National Health Service, which logged it as […]
Google Gemini 3.1 Pro first impressions: a ‘Deep Think Mini’ with adjustable reasoning on demand
For the past three months, Google’s Gemini 3 Pro has held its ground as one of the most capable frontier models available. But in the fast-moving world of AI, three months is a lifetime — and competitors have not been standing still. Earlier today, Google released Gemini 3.1 Pro, an update that brings a key […]