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Product updates, engineering deep-dives, and practical guides from the Gamut team.

Engineering (49)Guides (50)Industry News (0)News (0)Product Updates (2)Tutorials (5)
Calendar application interface showing AI-assisted scheduling with time blocks and meetings

Best AI Scheduling Assistant in 2026: 7 Tools Compared

The best AI scheduling assistant depends on whether you need day planning, external booking, or full workflow automation. We compare 7 tools and cover when off-the-shelf hits its limits.

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Iddo Gino · Founder & CEO
Abstract network of glowing blue nodes and connections on a dark background, representing protocol layers connecting AI systems to APIs

MCP vs API: What Actually Changed for AI Integrations

MCP does not replace APIs. It is a protocol layer above them that gives AI agents a standardized way to discover and use tools at runtime. Here is when each approach fits.

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Iddo Gino · Founder & CEO
Abstract wireframe mesh on dark background representing neural network model compression through QLoRA quantization

QLoRA Explained: Fine-Tune 70B+ LLMs on a Single GPU

QLoRA lets you fine-tune 70B-parameter LLMs on a single consumer GPU by combining 4-bit NormalFloat quantization with Low-Rank Adaptation. Here is how it works and how to use it.

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Iddo Gino · Founder & CEO
Modern desk workspace with laptop and productivity tools for AI personal assistant setup

Best AI Personal Assistant in 2026: 8 Tools Compared

The best AI personal assistant in 2026 does more than answer questions. We compare 8 tools across autonomy, integrations, memory, and pricing to help you pick the right one.

Headshot of Iddo Gino
Iddo Gino · Founder & CEO