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Alibaba Ships Qwen3.8-Max, Claims It Rivals Anthropic and OpenAI
Alibaba released Qwen3.8-Max, a 2.4T-parameter model it says rivals Fable 5 and OpenAI. Open weights ship next week; it is already live on Vercel AI Gateway.

OpenAI Built GPT-Red to Red-Team GPT-5.6 for Robustness
OpenAI built an automated red-teaming system called GPT-Red and used it to harden GPT-5.6, the flagship model released last week, against prompt injection.

AI Infra Reality Check: $1B Compute Deals and Uptime Gaps
Reflection AI signs a $1B Nebius compute deal, an indie builder ditches GPT-4o for cheaper models, and a new tool tracks uptime across 77 AI APIs.

GLM 5.2 Price Jumps, Claude Goes Local in India This Week
Z.ai more than doubled GLM 5.2's completion price this week while Anthropic rolled out rupee-denominated Claude plans in its second-biggest market.

Vercel Now Supports MCP Apps Alongside ChatGPT Apps SDK
Vercel now supports MCP Apps on Next.js, the provider-agnostic standard for embedded agent UI that runs across Cursor, Claude.ai, and ChatGPT via iframes.

Vercel Says Coding Agents Now Drive 30% of Deployments
Vercel says coding agents now start 30% of platform deployments, up 1000% in six months, with Claude Code responsible for 75% of that growing share.

OpenAI's Safe Url Defense Targets Agent Prompt Injection
OpenAI details how ChatGPT agents resist prompt injection: a Safe Url check blocks data leaks after a compliance-email scam worked half the time in testing.

How OpenAI Scaled PostgreSQL to 800 Million ChatGPT Users
OpenAI's engineering team details how one PostgreSQL primary and nearly 50 read replicas handle millions of queries per second for 800 million users.

Vercel AI Gateway's 8-Model Week: Sonnet 4.6 to Opus 4.7
In one week, Vercel's AI Gateway added Claude Sonnet 4.6, Opus 4.7, Kimi K2.6, GPT-5.5, GPT-5.4 Mini/Nano, GPT Image 2, Responses API, and team ZDR.

Claude Code's $200 Monthly Bill Meets a Free Rival: Goose
Block's open-source Goose agent offers a free, local-first alternative to Claude Code's $20-$200 monthly plans, drawing developers frustrated by usage caps.

Claude Cowork: Anthropic's AI Agent for Non-Coders, in 10 Days
Anthropic launched Cowork, a Claude Code-style agent for non-coders, built in about 10 days. It's a Claude Max-only preview, priced at $100-200 a month.

How to Secure an MCP Server: Lessons From a Jira Build
A backend engineer hardened a Jira/Confluence MCP server for Claude and found the security code outgrew the integration. Five decisions mattered most.

Claude Reflect: Useful Analytics or a Retention Play?
Anthropic's Reflect dashboard turns your Claude usage into charts and nudges. Is it genuine self-improvement tooling, or a clever retention mechanism?



