Author’s note: This article breaks down the four components of a scheduled monitoring and summarization agent, explains how an OpenAI-compatible interface decouples model invocation from a specific SDK, and provides a runnable Python example. OpenRouter recently published a tutorial on building a persistent AI agent in TypeScript with @openrouter/agent 0.11.0. The agent runs on a…
Author’s note: OpenCode 2.2.3 adds a Claude Agent provider. This article explains how it differs from the OAuth plugin removed in March, walks through setup in three steps, and covers five limitations to help you decide whether to use it. On October 30, OpenCode released version 2.2.3 with a built-in Claude Agent provider. To use…
Author’s note: Claude Max 20x has been renamed Ultra, and Max 5x has been renamed Max. Prices haven’t changed. Verified Ultra accounts no longer have a 5-hour limit, but their weekly limit stays the same. This article uses a comparison table, a three-step check, and some math to help you decide whether to switch plans….
On October 29, 2026, from 17:27 Beijing time until 04:35 the next day (about 11 hours), the official Claude Code extension in the Cursor marketplace was replaced with a malicious build containing an SSH backdoor. The affected versions were 2.1.312 and 2.1.313 on macOS arm64 and Windows x64. Cursor says up to 5,000 users may…
An account with just over 6,000 followers—6,375 as of October 31—posted a 63-second AI short film that racked up 6.2 million views. The creator summed up the production process in four Chinese characters: “pulled an all-nighter.” On September 21, 2026, @Xanderwow_A wrote on X: “Pulled an all-nighter! Dario vs. Altman! I couldn’t remove the sound…
Author’s note: GPT-6 Rosalind Research and GPT-6 Astra use the same model weights. This article looks at why it’s still being released as a life-sciences-specific version, along with its evaluations, pricing, and access restrictions. OpenAI officially released GPT-6 Rosalind Research on October 30, 2026. What’s drawing attention is that it uses the same model weights…
Author’s note: Based on public data available on October 29, 2026, this article examines the real gap between Mistral Large 4, DeepSeek, and GLM across five dimensions. On October 29, 2026, French AI company Mistral released improved Large 4 weights and announced official API pricing. In the Intelligence Index v5.0 update published by Artificial Analysis…
Author’s note: This article examines Alphabet’s disclosure in its Q3 2026 earnings report that its first-party model APIs process nearly 32 billion tokens per minute. It distinguishes between conclusions supported by the data and what remains unknown. On October 28, 2026 (U.S. time), Alphabet released its third-quarter earnings report. In his remarks, CEO Sundar Pichai…
Author’s note: Grok 4.8 hasn’t been released yet. This article reviews three statements from Elon Musk, separates confirmed information from unconfirmed claims, and uses real-world Grok 4.7 test data to assess what a 2.5T model might bring to the table. The bottom line: As of October 30, Grok 4.8 hasn’t been released and isn’t available…
Author’s note: Alphabet says its first-party model APIs process nearly 32 billion tokens per minute. This article compares Gemini 4 Argon, 3.8 Flash, and 3.5 Flash-Lite using official pricing, independent benchmarks, and cost simulations to help you calculate the “total cost per successful task.” On October 28, 2026, Alphabet CEO Sundar Pichai announced in the…
