July 6, 2025

Author - John Deacon

John is a researcher and digitally independent practitioner focused on developing aligned cognitive extension technologies. His creative and technical work draws from industry experience across instrumentation, automation and workflow engineering, systems dynamics, and strategic communications design.

Rooted in the philosophy of Strategic Thought Leadership, John's work bridges technical systems, human cognition, and organizational design, helping individuals and enterprises structure clarity, alignment, and sustainable growth into every layer of their operations.

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...