Insights & Guides

Practical perspectives and technical guidance on AI, automation, and modern software engineering from the S5 Labs team.

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Perspectives on AI strategy, automation patterns, and software engineering for business leaders and practitioners.

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Technical Guides

Step-by-step tutorials, implementation patterns, and deep dives for developers and technical teams.

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Open Source AI Models Guide

A living guide to choosing the right open source AI model — with benchmark context, hardware guidance, and licensing notes.

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Latest Content

Google Open-Sources Always On Memory Agent: Ditching Vector Databases for LLM-Driven Persistence

A new open-source reference implementation challenges the assumption that agents need vector databases for persistent memory. Here is what changes for enterprise developers.

Mar 8, 20263 min read

OpenAI GPT-5.4 Brings Native Computer Use and Spreadsheet Intelligence

The new model can operate your computer like a human and build financial models in Excel. Here is what matters for developers and enterprises.

Mar 7, 20263 min read

Microsoft Phi-4-Reasoning-Vision: A Model That Knows When Not to Think

Microsoft new 15B model introduces selective reasoning - using structured thinking only for math and science while skipping it for perception tasks like OCR and image captioning.

Mar 5, 20263 min read

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