April 3, 2025

Author - John Deacon

John is a researcher and practitioner committed to building aligned, authentic digital representations. Drawing from experience in digital design, systems thinking, and strategic development.

The Product Development Pathway for a SaaS Workflow Automation Tool

Nav­i­gat­ing the Many Facets of Prod­uct Devel­op­ment When devel­op­ing a prod­uct, espe­cial­ly one as dynam­ic as a SaaS work­flow automa­tion tool, it’s like try­ing to cap­ture light­ning in a bot­tle. Every­one has their own idea of what the...

Base Code Structure for the CAM Objective Function

At a base lev­el, the CAM Objec­tive Func­tion can be rep­re­sent­ed pro­gram­mat­i­cal­ly as a struc­tured class-based frame­work where each CAM lay­er—Mis­sion, Vision, Strat­e­gy, Tac­tics, and Con­scious Aware­ness—is encap­su­lat­ed in...

A joint semantic-noise coding (JSNC) mechanism

Mod­ern com­mu­ni­ca­tions are usu­al­ly designed to pur­sue a high­er bit-lev­el pre­ci­sion and few­er bits while trans­mit­ting a mes­sage. This arti­cle rethinks these two major fea­tures and intro­duces the con­cept and advan­tage of seman­tics...