A developer walkthrough shows how to assemble a full voice agent — speech-to-text, LLM, and text-to-speech — using three OpenAI-compatible API calls on EcoHash with a single key and base URL. The pipe…
A cost analysis of running agentic coding jobs on local AI hardware versus cloud API tokens concludes that the break-even point depends on utilization, not specs, since idle local hardware is wasted m…
Turnstone is an orchestration layer that distributes AI coding agent tasks across multiple local machines, including DGX Station, GB10 (DGX Spark class) clusters, and RTX Pro 6000 rigs, rather than ro…
A company is soliciting feedback on a planned local AI workstation build featuring 1-2 Nvidia RTX Pro 6000 GPUs, an AMD Threadripper Pro 9955WX CPU, 64GB of DDR5 memory, an Asus Pro WS WRX90E-SAGE SE …
A user benchmarked the Qwen 3.8 Flash Next NVFP4 model on a single RTX Pro 6000 GPU, achieving 81-88 tokens per second in a single session and scaling to 341 tokens per second with six concurrent clie…
Nvidia has raised the price of its RTX Pro 6000 96GB Blackwell workstation GPU to $16,000, a 110% increase from its $7,600 preorder price, due to an ongoing memory shortage driven by AI demand. The co…
Nvidia has raised the price of its flagship RTX Pro 6000 workstation GPU to $16,000, nearly double its $8,565 launch price from March 2025 and a 21% increase since June when it cost $13,250. The price…
MiniMax AI released MiniMax-H3, an open video generation model, with day-0 serving support in SGLang Diffusion, matching Seedance 2.0 at one-third the cost or free locally on 2x RTX 5090 or 1 RTX Pro …
Jamesob published a guide on building a local system to run state-of-the-art large language models, detailing hardware configurations ranging from $2k to $40k. The setup uses multiple RTX GPUs and PCI…
Corsair Gaming launched a lineup of AI workstations and servers under the Corsair Pro brand on May 22, built around NVIDIA's Blackwell architecture and targeting enterprise customers. The flagship Fle…