Tech Journal
Practical articles and notes on web development and automation.
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September 16, 2026
The Architect of the Future: From Line Reviews to Design Reviews
Skeleton + Pluggable Modules architecture, Salvatore Sanfilippo's DESIGN.md artifact, and a practical AI delegation playbook for senior engineers.
September 14, 2026
AI Loves Straight Roads: Why Local Optimization Breaks Complex Systems
Why AI degrades architecture in complex projects. Local greedy shortcuts, broken abstractions, GitClear code churn data, and the green test paradox.
September 11, 2026
Code Became Cheap. Engineering Thinking Did Not
Redis creator Salvatore Sanfilippo argues reading AI code is a waste of time. Why code is no longer the engineer's primary product and who owns the system.
September 7, 2026
Nyx Vox: Why I Replaced My Keyboard with Voice and How It Works
Why standard dictation fails developers, how Nyx Vox is built, and how a zero-click voice interface speeds up daily coding and AI workflows.
August 16, 2026
AI vs Scripts: When You Don't Need AI and Code Is More Reliable
Why LLMs fail at routine deterministic data tasks, how to avoid hallucination traps, and how to build a rock-solid hybrid automation pipeline.
June 22, 2026
AI for Business: 5 Integration Scenarios That Pay Off in 2026
Discover 5 practical AI scenarios that deliver real ROI in 2026, from RAG search to secure two-contour systems and conversion optimization.
May 20, 2026
AI-Friendly Code Architecture: Designing Codebases That LLMs Can Easily Understand
We break down 5 practical software design rules optimized for co-authoring code with AI assistants without accumulating technical debt.
April 26, 2026
Ghosts in the Machine: Preventing AI from Burying Your Project Under Junk
In the era of AI, your project can start rotting long before release. Why architectural control is now more important than writing code.
March 12, 2026
Nyx: Why I Build My Digital Environment from Scratch
The Nyx ecosystem is my personal digital exoskeleton, built to escape the limits of generic productivity apps and evolving into a network of AI tools.
March 6, 2026
The Death of Vaporware: How AI Became My Development Team
How transitioning from a solo developer to an AI neural network conductor helped revive an abandoned ERP system project.
February 23, 2026
AI: Why It's Your Most Capable and Most Dangerous Student
For 10 years in development, I've seen technologies die and be born, but now we're at a special point. AI is not just another library or framework. It's a...
February 1, 2026
CRM Security: Why Your Own Server is Safer Than the Cloud
Exploring corporate data protection in custom CRMs. Docker isolation, SSL encryption, and automatic backup strategies for business continuity.
January 29, 2026
CRM Tech Stack: Why We Choose NestJS and Python
A technical breakdown of modern CRM architecture. Comparing Node.js vs. Python, using Docker and PostgreSQL for reliable business systems.
December 23, 2025
CRM Cost for Business: How to Save $3,000+ Yearly on Development
Analyzing CRM ROI for small businesses. Why custom CRM on Next.js pays off in 6 months and when it's time to move away from amoCRM or Bitrix24.
December 2, 2025
Mobile Website Speed: Why Slow React is Killing Your Sales
Why do 7 out of 10 clients leave a site after 5 seconds? We break down the impact of Core Web Vitals on conversion, CSR issues, and how to speed up your...
November 25, 2025
Website Maintenance and Support After Launch: A Business Guide
Why website work doesn't end after deployment. Explore security, DevOps, monitoring, and content strategies to turn your site into a profitable asset.
November 13, 2025
Website Conversion Elements: 7 Things That Turn Visitors Into Clients
Design isn't everything. Discover the 7 key website elements that directly impact sales and transform your web resource into an effective business tool.
October 12, 2025
Case Study: How avpdev.com was Built — Architecture, SEO & Speed
A deep dive into the tech stack: Astro.js, Docker, CI/CD. Learn how we achieved 100/100 PageSpeed and automated the sales funnel with Telegram API.
October 7, 2025
Amsterdam Lessons: How Chaos Inspires Better Development
Reflections on how Amsterdam's architecture and rhythm teach us flexibility, creativity, and finding order in chaos. Applying travel philosophy to business.
October 4, 2025
Website Development Principles: 5 Rules That Save Business Budget
How to avoid turning an IT project into chaos? We break down 5 fundamental development principles: from strategy and prototyping to launch and long-term...
September 30, 2025
Custom Development vs Template: Which to Choose for Your Business in 2025?
Comparison: Template-based websites (Tilda, WordPress) vs custom development. Learn which approach saves budget and ensures business growth in the long run.