Articles & Guides

Engineering, Product, AI & Advisory Insights

Concise articles and actionable deep dive guides covering software engineering practice, architecture decisions, delivery patterns, AI adoption, and strategic technology planning.

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Recently published and frequently requested guide selected by our team.

From Prototype to Engineered Product: How to evolve a vibe coded or AI generated prototype into a secure, scalable, maintainable product.
Software R&D Tax Credit (Section 41 & 174): How custom development can qualify for the R&D credit and comply with Section 174.
Build vs Buy Software Decision Guide: Framework for evaluating off the shelf platforms vs custom software aligned to real processes.
Mobile App Idea to Launch: End to end roadmap for taking a mobile app idea from concept through validation, MVP build, release, and iteration.

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Browse every published insight, article, and long form guide.

AI Applications in Modern Farming

How AI supports predictive modeling, precision crop management, early pest and disease detection, and accurate yield forecasting for more resilient agricultural operations.

Mobile App Idea to Launch Guide

End to end roadmap for taking a mobile app idea from initial problem framing through validation, MVP build, app store release, and post launch iteration.

How to Use AI in Farming (Practical Starter Guide)

Step by step starter guide for growers to scope, pilot, and scale AI in day to day farming operations without adding unnecessary complexity.

How to Use AI in Manufacturing (Practical Starter Guide)

Step by step guide for plant teams to scope, pilot, and expand AI initiatives that reduce downtime, scrap, and energy use without heavy platform rebuild.

Software R&D Tax Credit Guide (Section 41 & 174)

Guide to the software R&D tax credit: how custom development qualifies under Section 41, how Section 174 amortization works, and when off the shelf tools fail to qualify.

High Level Guide to AI in Farming

Non technical overview of how AI helps growers improve timing, reduce waste, and make faster confident decisions, with pointers to detailed articles and next step support.

AI Applications in Modern Manufacturing

How AI supports predictive maintenance, quality inspection, intelligent scheduling, supply risk detection, energy optimization, and continuous improvement analytics.

High Level Guide to AI in Manufacturing

Executive non technical overview of how AI improves throughput stability, quality, and cost efficiency on the factory floor with links to deeper articles and support.

Build vs Buy Software Decision Guide

How small and mid sized businesses can evaluate off the shelf enterprise platforms versus custom software tuned to existing processes, sustainability, and R&D tax advantages.

From Prototype to Engineered Product

How to evolve a vibe coded or AI auto generated prototype into a validated, secure, scalable, maintainable product with clean architecture, real metrics, and risk reduction.

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