Steven Garcia

Steven Garcia is a senior SEO strategist and content lead at G Magazine. He specializes in breaking down complex tech tools into clear, actionable advice for marketers and business owners. With years of hands-on experience in digital workflows and team management platforms, he writes to help teams work smarter, not harder.

Blog

JetBrains Releases Mellum2: A 12B MoE Model for Fast, Specialized Tasks in Multi-Model AI Pipelines

Steven Garcia June 2, 2026 0

JetBrains released Mellum2, open-sourcing the weights under the Apache 2.0 license. The first version of Mellum was...

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Blog

How to Speed Up Transformer Training Using NVIDIA Apex (FusedAdam, FusedLayerNorm) and Native torch.amp

Steven Garcia June 2, 2026 0

In this tutorial, we work through an implementation of NVIDIA Apex, focusing on the components that still...

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Blog

MiniMax Releases MiniMax M3 with MSA Architecture Supporting 1M-Token Context, Native Multimodality, and Agentic Coding

Steven Garcia June 1, 2026 0

MiniMax officially released MiniMax M3 on June 1, 2026. The model introduces MSA (MiniMax Sparse Attention), a...

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Blog

Meet Memory OS: A 6-Layer Open-Source Memory Stack Built on Top of Hermes Agent

Steven Garcia June 1, 2026 0

Hermes Agent already remembers across sessions. The open-source agent from Nous Research ships with curated memory files...

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Parallax: A Parameterized Local Linear Attention That Keeps Softmax and Adds a Learned Covariance Correction Branch

Steven Garcia June 1, 2026 0

The Transformer’s attention mechanism has barely changed since 2017. Most efficiency work has tried to replace softmax...

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Blog

An Implementation of the Microsoft Agent Governance Toolkit for Safe AI Agent Tool Use with Policies, Approvals, Audit Logs, and Risk Controls

Steven Garcia May 31, 2026 0

In this tutorial, we build a governed AI-agent workflow using Microsoft’s Agent Governance Toolkit as the reference...

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Blog

A Coding Implementation on Loguru for Designing Robust, Structured, Concurrent, and Production-Ready Python Logging Pipelines

Steven Garcia May 31, 2026 0

In this tutorial, we implement a practical use case with Loguru, a powerful, flexible, and production-ready logging...

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Blog

Trajectory Releases a Concurrent Multi-LoRA Training Stack for Continual Learning, Reporting a 2.81× Experiment-Throughput Gain

Steven Garcia May 31, 2026 0

Trajectory’s concurrent multi-LoRA stack reports a 2.81× experiment-throughput gain over single-tenant RL, with all code in the...

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Blog

Build Skill-Augmented AI Agents with SkillNet for Search, Evaluation, Graph Analysis, and Task Planning

Steven Garcia May 31, 2026 0

In this tutorial, we implement a SkillNet use case as a practical framework for discovering, installing, inspecting,...

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Best Text-to-Speech TTS Models in 2026: A Benchmark-Based Comparison

Steven Garcia May 30, 2026 0

Text-to-speech TTS moved fast over the past year. The line between synthetic and human speech narrowed. Latency...

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Steven Garcia

JetBrains Releases Mellum2: A 12B MoE Model for Fast, Specialized Tasks in Multi-Model AI Pipelines

How to Speed Up Transformer Training Using NVIDIA Apex (FusedAdam, FusedLayerNorm) and Native torch.amp

MiniMax Releases MiniMax M3 with MSA Architecture Supporting 1M-Token Context, Native Multimodality, and Agentic Coding

Meet Memory OS: A 6-Layer Open-Source Memory Stack Built on Top of Hermes Agent

Parallax: A Parameterized Local Linear Attention That Keeps Softmax and Adds a Learned Covariance Correction Branch

An Implementation of the Microsoft Agent Governance Toolkit for Safe AI Agent Tool Use with Policies, Approvals, Audit Logs, and Risk Controls

A Coding Implementation on Loguru for Designing Robust, Structured, Concurrent, and Production-Ready Python Logging Pipelines

Trajectory Releases a Concurrent Multi-LoRA Training Stack for Continual Learning, Reporting a 2.81× Experiment-Throughput Gain

Build Skill-Augmented AI Agents with SkillNet for Search, Evaluation, Graph Analysis, and Task Planning

Best Text-to-Speech TTS Models in 2026: A Benchmark-Based Comparison

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