Tech & Innovation

The Limits of Context Windows: Why Memory Architecture Beats Token Size

As large language models expand their context limits to millions of tokens, developers face a critical architectural reality: raw context size is no substitute for structured long-term memory systems and dynamic retrieval.

  • Matimu Chauke

    Founder | Sofware Engineer

STAND ALONE ANDROID APP DESIGNER AI PROMPT A STYLE

The goal is a stand-alone Android app that does what the current Drupal 7 page does: log in, send one of a small set of commands (line1on, line1off, line2on, and so on) to a trigger file on the server, show the live status of three lines, and reset the command to iddle after 15 seconds. The pasted AI output claims a finished APK, a Django backend and a passing Gradle build. That claim should be treated with caution (see section 2). This report sets out what the system actually does, what a sound design

  • Raymond Chauke

    Senior Engineer

Automation Cyber Neon Cyan Drupal 7 Theme CODES

The VXKTech Automation Drupal 7 theme has been created, packaged, installed on your live automation server, set as the default theme, and configured with all custom settings. In addition, an interactive web application and deployment hub is now live in this applet.

  • Raymond Chauke

    Senior Engineer

HSSP Prime: Complete Technical Support Report & Reverse-Engineered System Breakdown

Comprehensive technical support report, system architecture analysis, and reverse-engineered telemetry audit of HSSP Prime (Hardware Software Switch Protocol), PC keyboard LED relay actuation, and cloud automation bridge.

  • Raymond Chauke

    Senior Engineer

Short version. Same idea as the VB6 app, rebuilt with .NET 10, HttpClient and DPAPI. The installer

Technical report on HSSPPrimeSetup.zip, the VB.NET rewrite of the VB6 “hsspv10” gate, light and geyser controller.

  • Raymond Chauke

    Senior Engineer

LinkWave offline Wi-Fi communication app

How to place a local browser call

  • Raymond Chauke

    Senior Engineer

How to create web sms

How to create web sms

  • Raymond Chauke

    Senior Engineer

Automation KeyPad Development

Automation KeyPad Development in PHP and HMTL

  • Raymond Chauke

    Senior Engineer

Install and configure automatic removes titles on Drupal

Install and configure automatic removes titles on Drupal

  • Raymond Chauke

    Senior Engineer

HSSP Gate Control System — Technical Report

HSSP Gate Control System — Technical Report

  • Raymond Chauke

    Senior Engineer

FROM VB 6 TO VB STUDIO OR ANY JAGON

MIGRATION SUPPORT Modernizing the HSSP keyboard and device-control application From Visual Basic 6 to Visual Basic on modern .NET and Visual Studio 2026 Technical assessment • target architecture • migration plan • safety and release guidance Prepared 26 October 2026

  • Raymond Chauke

    Senior Engineer