The Manthrix Journal

Built. Documented.
Shared.

Technical insights on software engineering, IoT hardware, AI model training, and the intersection of all three. Written by practitioners, for practitioners.

Artificial Intelligence

Edge AI vs cloud AI: which is right for your product?

A practical framework for deciding where your AI inference should run — and why the answer is almost never obvious.

Software

IP ownership in tech contracts: what Indian founders need to know

Who owns the code, the hardware design, and the trained model when you hire an agency? A practical guide to intellectual property clauses in Indian tech contracts.

Artificial Intelligence

How to fine-tune an LLM for a specific business domain

Fine-tuning a large language model is not as complex as it sounds — if you understand the right approach. A practical guide from dataset preparation to deployment.

IoT & Hardware

PCB design mistakes that kill IoT product launches

The five most common PCB design errors we see in IoT products — and exactly how to avoid them before your first prototype spin.

Deep Tech

How to scope and deliver a deep tech project without overrunning budget

A practical guide to scoping and delivering complex software, hardware, and AI projects on time and within budget — from first brief to final handover.

Have a project in mind? We build software, hardware, and AI — under one roof.

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