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Assess the entire inference stack — not just open model benchmarks
Impressive benchmark results should make it easy for engineers to select the right open model for the outcome they are

ElevenLabs wants to run your voice agent. Here’s what developers give up.
ElevenLabs launched Eleven Realtime on Tuesday, introducing two managed voice-agent models, Mini and Max, that integrate speech recognition, reasoning, turn-taking,
13 分钟 · The New Stack
Scripted tests can’t keep up with AI-written code. Datadog is betting agents can.
Nearly a year into the agentic coding explosion, many teams now use AI to write software as their de facto
7 分钟 · The New StackLATEST STORIES
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How to review AI code without reading the code精选导读
The argument over whether engineers should stop reading code is over, because we already have. Faros AI’s new report shows
DeepSeek open-sources the inference engine behind its API. And Huawei gets equal billing with Nvidia.精选导读
DeepSeek has open-sourced the inference engine it uses to serve its models in production, a step it said last year
Beam pulls single app windows off the Mac Mini running your agents精选导读
Beam is a new Mac app that takes a window running on one Mac and puts it on another, where
AI’s Midas problem: When code is free, features are worthless精选导读
Every team that adopted Claude Code, Cursor, or Copilot to produce more code has the same problem: When output is
MiniMax just halved its token prices. Your AI agent bill may not follow.精选导读
MiniMax released M3.1 Flash on Monday, saying it cuts agent costs by 70 percent. Per-token prices fell by half, which
One sentence changed Claude Code’s overreach rate from 0% to 17.1%精选导读
Anthropic is reportedly developing a model that can infer what users want from incomplete instructions. According to The Information, a
DeepSeek made its name with cheap AI models. Now it’s undercutting search API rivals, too.精选导读
Not content with challenging the major frontier AI labs with lower-cost models, Chinese AI company DeepSeek is setting its sights
The distroless security gap: Why bottom-up containers are the next evolution in OCI images精选导读
Ever tried to shrink your container images to reduce their attack surface? If you have, you’ve likely discovered a frustrating
Gemini 4 Argon vs. Claude Opus 5.5: Half the price and about half as accurate精选导读
When Google announced Gemini 4 Argon to a small group of testers on September 30, it came with a benchmark








