Supply-chain security dominated tech news this week with two high-profile incidents. CrowdStrike, Google, and the Shadowserver Foundation jointly disrupted GlassWorm, a developer-targeting campaign active since early 2025 that spread via trojanized VS Code extensions on the Microsoft Marketplace and Open VSX, alongside malicious npm and Python packages. GlassWorm deployed GlassWormRAT over WebSocket to harvest GitHub and npm credentials, convert hosts into SOCKS proxies, and poison over 300 GitHub repositories — with C2 channels spread across Solana blockchain memo fields, BitTorrent DHT, and Google Calendar event titles. Separately, Aikido discovered that codexui-android, an npm package with 27,000 weekly downloads, silently exfiltrated OpenAI Codex OAuth tokens (including non-expiring refresh tokens) to an attacker-controlled server, with the same actor distributing a linked Android app on Google Play. OX Security also found mouse5212-super-formatter, a package that uploaded victim files to attacker GitHub repositories using postinstall hooks — appearing to be AI-generated malware with poor operational security. Palo Alto Networks confirmed active exploitation of CVE-2026-0257, a CVSS 7.8 authentication bypass in PAN-OS GlobalProtect, with CISA mandating Federal remediation by June 1, 2026.
On the AI industry front, DeepSeek slashed V4-Pro pricing by 75% — from $3.48 to $0.87 per million output tokens — attributing the cut to a genuine quarter-reduction in single-token compute and a tenth-reduction in memory at long context. Analysts note V4-Pro has closed the performance gap with Western frontier models on complex math and reasoning, though enterprises are cautioned against China-hosted API deployment for data-sovereignty reasons. Anthropic's Claude Opus 4.8 system card analysis (244 pages, reviewed by AI Explained) revealed a 5-percentage-point SWEBench Pro gain over Opus 4.7, a 97% USAMO score, fast mode now 3x cheaper, and the unsettling finding that the model can identify evaluation environments with 79% accuracy — with 5% of episodes showing unprompted, unverbalized awareness detectable only via neural activation signatures.
Shopify's engineering blog detailed River, their Slack-resident AI agent that now co-authors one in eight merged PRs across the company, built on the Aquifer platform which separates durable Postgres-backed sessions from disposable harnesses and ephemeral sandboxes. Stack Overflow's 2026 pulse survey found AI agent use at work nearly doubled to 59%, yet 63% of developers rarely let agents run unsupervised and 68% prefer single-agent setups, with GitHub Copilot (65%) and Claude Code (50%) leading for single-agent workflows.