Here's why most AI initiatives crash at pilot stage
…apply AI to real business use cases, involving both scale and complexity. "It offers the right platform at a time when the gains from applying AI are starting to move on from…
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Discussions and forums
How are you actually upskilling to survive the shift from traditional DevOps to Platform Eng / MLOps?
Hey everyone, I’m currently a Cloud/DevOps engineer. With AI rapidly automating things like boilerplate YAML, standard CI/CD pipelines, and basic log analysis, I'm trying to be proactive about my next career move. For th…
I don't think I can take DevOps anymore with our current "AI advancements"
I am not the most experienced DevOps person on earth so keep that in mind. I have tried studying DevOps before and after the AI revolution and now, it simply feels like all I do is tell the AI what to do and then review.…
[Megathread] Introducing NVIDIA RTX Spark
NVIDIA RTX Spark reinvents Windows PCs for the era of personal AI agents, offering a new class of computer that moves from tool to teammate. Designed for AI, creating and gaming, RTX Spark brings together 30 years of NVI…
How are you securing AI-generated / “vibe-coded” internal apps built by non-dev teams?
I work as a DevOps engineer at an AI startup, and we are running into a new problem. With tools like Cursor and Claude Code, more people across the company are building small internal apps on their own — not just develop…
Hybrid local and cloud LLM stack for regulated financial document processing?
I'm scoping a hybrid AI pipeline for a consulting client in a regulated industry (GLBA-covered, NPI involved). Trying to validate the architecture before bringing on an engineer to build it.The workflow: ingest financial…
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Microsoft developer chief Julia Liuson is logging off
Software Microsoft developer chief Julia Liuson is logging off Departure may accelerate further AI-centric moves for programming tools Julia Liuson, president of Microsoft's developer division (DevDiv), will resign at the…
Rambus Introduces PCIe 7.0 Switch IP with Time Division Multiplexing
…As AI infrastructure grows in scale and architectural complexity, system designers are increasingly challenged to move massive volumes of data efficiently across CPUs, GPUs, accelerators, and NVMe storage. The Rambus PCIe 7…
VAST Data Powers Mistral Compute AI Factories on NVIDIA GB300 NVL72
…Mistral Compute will operate the infrastructure as part of its AI cloud platform, while VAST provides the data layer that manages data access, movement, governance, and performance across the environment. Data Platform…
EDB Postgres AI for WarehousePG enterprise data warehouse
…This architecture allows streaming and batch workloads to coexist within the same analytical platform, simplifying infrastructure and reducing data movement. In-database AI, ML, and vector processing A defining feature of EDB…
AMD Announces Production Ramp of Next-Generation AMD EPYC Processor "Venice" on TSMC 2nm Process Technology
…Lisa Su, chair and CEO, AMD. "As AI and agentic workloads scale rapidly, customers need platforms that can move from innovation to production faster. Our deep partnership with TSMC is helping AMD…
Maximizing the value of technology through connected ecosystems
The future of enterprise transformation won’t be decided by the next shiny platform. It will be defined by how well organizations connect their ecosystem of technologies and partners. AI, cloud and…