RaryTempo

Exploring the temporary frontiers of technology

Kimi K3.1 Pro: Moonshot's 2.8T (3T-Class) Open-Weight Model Nears Opus 5.5 — and Publishes What It Deleted

On October 23, Moonshot AI put a new flag in the ground: Kimi K3.1 Pro, which the company describes as its most capable 3T-class open-weight model to date, with a 1-million-token context window and......

DeepSeek V4.1-Flash vs Reflection Beam: Two ~500B Open MoEs, Five Weeks Apart — Which One Actually Serves Cheaper?

DeepSeek V4.1-Flash vs Reflection Beam is the head-to-head this post settles — an open-weight MoE inference cost comparison built for self-hosters. It is a different axis entirely from our Claude C......

PHP Emergency Patch for CVE-2026-109618 and CVE-2026-109619: What We Know — and What to Make of the "PHP2Shell" Rumor

Today’s release, in one paragraph Today’s PHP emergency patch — an emergency security release the PHP security team has scheduled for Wednesday, 21 October 2026, at 14:00 UTC — will fix two vulnera......

OpenCode API Key Breach: What the "Distillation Attack" Means for Your AI API Keys

Here’s the scenario that should keep AI-coding-agent users up tonight: a service you trust quietly holds copies of your OpenAI, Anthropic, and Google API keys — credentials billed directly to your ......

Meta Muse Wonder vs GPT-6.1 Sol: The 52–52 Tie, Split by Benchmark

Meta Muse Wonder vs GPT-6.1 Sol is the freshest head-to-head in frontier AI: two flagship models landed in the same two-week window, and Artificial Analysis rates their flagship API configurations ......

Eight States Sue OpenAI Over ChatGPT Child Safety: Inside the State-Level Crackdown on AI Chatbots

If you’d asked AI-policy watchers where the next regulatory blow to OpenAI would come from, most would have guessed Washington. It came from Des Moines instead — and Lincoln, Phoenix, Helena, and L......

Cloudflare Acquires Deno: The Runtime Gets Wound Down, JSR Lives On

Cloudflare acquires Deno — nobody had this on their 2026 bingo card. On Friday, October 9, Deno announced that its entire team is joining Cloudflare — the company behind Workers, the very platform ......

Claude Code vs Codex vs MiniMax Code: Who Actually Wins Terminal-Bench 4.0?

Claude Code vs Codex is the sharpest AI-coding-agent matchup of late 2026 — and all figures below were fetched on 2026-10-11 and cited per source. Where two boards disagree, both are reported and ......

Google Gemini Agent Gateway: MCP and A2A Protocol-Native Security Debuts at Gemini at Work 2026

At Gemini at Work 2026 this week, Google Cloud made two announcements that belong in the same breath but rarely get covered together. The first is flashy: the Gemini agent, a single “universal agen......

Best New Developer Tools, October 2026: Decision Models, Open Hardware, and a Mail App That Keeps Its AI at Home

Looking for the best new developer tools October 2026 has to offer? Start with the week agents got small. Two big-name decision models shipped — an open-weights one from Amazon’s Strands labs and C......

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