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Blogs and News

Recent Posts

Qwen3-Coder-Next: Architecture, Benchmarks, Capabilities, and Real-World Applications

Large language models are rapidly evolving, but the most interesting progress today is happening in models designed for real engineering workflows. These days, AI isn't just about churning out text anymore. It's actually writing code, fixing bugs in repositories, running terminal commands, and even working with other tools to tackle complicated tasks that take multiple steps.

Sharvari Raut

Sharvari Raut

9 minutes

Securing Autonomous AI: Build Policy-Driven Coding Agents with NVIDIA OpenShell and Qubrid AI

The emergence of autonomous coding agents is changing the way we develop software. Tools like LangGraph and Deep Agents are empowering LLMs to navigate through repositories and code and carry out complex tasks. However, this level of independence poses a significant security threat: allowing an LLM unrestricted access to run code on your local system or in a production environment could lead to serious problems.

Abhijit Mandal

Abhijit Mandal

10 minutes

GLM-4.7-FP8: Architecture, Benchmarks, Capabilities, and Real-World Applications

Large language models are rapidly evolving, but the most interesting progress today is happening in models designed for real engineering workflows. These days, AI isn't just about churning out text anymore. It's actually writing code, fixing bugs in repositories, running terminal commands, and even working with other tools to tackle complicated tasks that take multiple steps.

Sharvari Raut

Sharvari Raut

6 minutes

Ultimate Guide to MiniMax-M2.1: Building Agent-Ready AI Applications with Qubrid AI

Large language models are changing fast. They’ve moved on from just being basic chat tools to becoming really smart engines that can code, help with automation, and even work on their own in certain tasks. Modern models can now generate full applications, debug complex systems, and orchestrate tools across multiple steps.

Sharvari Raut

Sharvari Raut

6 minutes

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