Skip to content

Signal Through the Noise

Honest takes on code, AI, and what actually works

Menu
  • Home
  • My Story
  • Experience
  • Services
  • Contacts
Menu

Category: productivity

How AI Saved $2 Million in a Single Day; And It Wasn’t Vibe Coding

Posted on January 13, 2026January 13, 2026 by ivan.turkovic

I recently came across a story that perfectly encapsulates something I’ve been thinking about for months. It’s about a CPO who was handed an unlimited token budget and told to vibe code three MVPs for Q1 2026. They did something unexpected instead. Rather than firing up Lovable or Bolt to start generating code, they opened…

Read more

What I Wrote About in 2025

Posted on December 29, 2025 by ivan.turkovic

Looking back at the year, my blog became a running commentary on how AI is fundamentally reshaping software development, and not always in the ways people expect. I’ve been splitting my attention between technical deep-dives and broader observations about where this whole industry is heading. Here’s what caught my attention month by month. March 2025:…

Read more

From Intentions to Impact: Your 2025 Strategy Guide (Part 2)

Posted on December 22, 2025December 23, 2025 by ivan.turkovic

The Resolution Graveyard It’s December 22nd. In nine days, millions of people will make promises to themselves that they won’t keep. They’ll join gyms they’ll stop visiting by February. They’ll buy courses they’ll never finish. They’ll write goals in fresh notebooks that will gather dust by March. Why? Because they skipped Part 1. If you…

Read more

Stop Procrastinating in 2025: Part 1 – Building Your Foundation Before New Year’s Resolutions

Posted on December 15, 2025December 15, 2025 by ivan.turkovic

Why December Is Actually the Best Time to Stop Procrastinating As we approach 2025, most people are preparing their New Year’s resolutions. But here’s the uncomfortable truth: 91% of New Year’s resolutions fail by February. Why? Because people try to build new habits on top of broken systems. Before you write that ambitious list of…

Read more

The Corporate Culture Charade Part 2: How AI Is Killing What Little Culture We Had Left

Posted on December 13, 2025December 11, 2025 by ivan.turkovic

While executives blame remote work for destroying company culture, they’re missing the real culprit: AI-generated content is creating a closed loop of meaningless communication where everyone is reading summaries of summaries, and nobody is thinking anymore. I need to start with a confession: I’ve used AI to write emails. I’ve used it to summarize meeting…

Read more

Company Culture

Posted on December 11, 2025December 11, 2025 by ivan.turkovic

The article critiques the modern obsession with corporate culture, arguing it is often a superficial construct designed to appease executives rather than genuinely engage employees. The author emphasizes that true culture emerges organically from shared experiences, while corporate culture is manufactured, focusing on management control instead of addressing real employee needs such as fair compensation and meaningful work.

Read more

TypedScript: Imagining CoffeeScript with Types

Posted on December 3, 2025November 30, 2025 by ivan.turkovic

The content envisions a hypothetical programming language called “TypedScript,” merging the elegance of CoffeeScript with TypeScript’s type safety. It advocates for optional types, clean syntax, aggressive type inference, and elegance in generics, while maintaining CoffeeScript’s aesthetic. The idea remains theoretical, noting practical challenges with adoption in the current ecosystem.

Read more

The Hidden Economics of “Free” AI Tools: Why the SaaS Premium Still Matters

Posted on November 28, 2025November 30, 2025 by ivan.turkovic

This post discusses the hidden costs of DIY solutions in SaaS, emphasizing the benefits of established SaaS tools over “free” AI-driven alternatives. It highlights issues like time tax, knowledge debt, reliability, support challenges, security risks, and scaling problems. Ultimately, it advocates for a balanced approach that leverages AI to enhance, rather than replace, reliable SaaS infrastructure.

Read more

PgVector for AI Memory in Production Applications

Posted on November 16, 2025December 1, 2025 by ivan.turkovic

PgVector is a PostgreSQL extension designed to enhance memory in AI applications by storing and querying vector embeddings. This enables large language models (LLMs) to retrieve accurate information, personalize responses, and reduce hallucinations. PgVector’s efficient indexing and simple integration provide a reliable foundation for AI memory, making it essential for developers building AI products.

Read more

The AI Detox Movement: Why Engineers Are Taking Back Their Code

Posted on October 23, 2025October 23, 2025 by ivan.turkovic

In 2025, AI tools transformed coding but led developers to struggle with debugging and understanding their code. This sparked the concept of “AI detox,” a period where developers intentionally stop using AI to regain coding intuition and problem-solving skills. A structured detox can improve comprehension, debugging, and creativity, fostering a healthier relationship with AI.

Read more

Posts pagination

  • 1
  • 2
  • Next

Recent Posts

  • WebMCP Is Coming: How AI Agents Will Reshape the Web
  • No, Average People Will Not Build Their Own Software With AI
  • Full-Time CTO vs. Fractional: The Real Math Nobody Shows YouThe Math on Hiring a Full-Time CTO (And Why It Rarely Adds Up)
  • Architect or Extinct: Why Software Developers Must Evolve Beyond Writing Code
  • Integrate: Completing the ADD Cycle for AI-Driven Development

TOP 3% TALENT

Vetted by Hire me
  • Instagram
  • Facebook
  • GitHub
  • LinkedIn

Recent Comments

  • Prompt Patterns Catalog: Iteration, Verification, and Persona on Prompt Patterns Catalog: Decomposition, Exemplar, Constraint
  • Top AI Code Bugs: Semantic Errors, API Misuse, and Security Risks Unveiled – Trevor Hinson on Code Is for Humans, Not Machines: Why AI Will Not Make Syntax Obsolete
  • ADD: AI-Driven Development Methodology for Modern Engineers on The Future Engineer: What Software Development Looks Like When AI Handles the Code
  • The Future Engineer: Skills for AI-Era Software Development on Contact Me
  • A CTO Would Be Bored by Tuesday - Signal Through the Noise on Contact Me

Archives

  • February 2026
  • January 2026
  • December 2025
  • November 2025
  • October 2025
  • September 2025
  • August 2025
  • July 2025
  • May 2025
  • April 2025
  • March 2025
  • January 2021
  • April 2015
  • November 2014
  • October 2014
  • June 2014
  • April 2013
  • March 2013
  • February 2013
  • January 2013
  • April 2012
  • October 2011
  • September 2011
  • June 2011
  • December 2010

Categories

  • ADD Methodology
  • AI
  • AI development
  • AI-Driven Development
  • AngularJS
  • Artificial Intelligence
  • blockchain
  • Business Strategy
  • Career Development
  • Code Integration
  • Code Review
  • development
  • Development Methodology
  • ebook
  • Introduction
  • leadership
  • mac os
  • personal
  • personal development
  • presentation
  • productivity
  • Quality Assurance
  • Requirements
  • ruby
  • ruby on rails
  • sinatra
  • Software Development
  • Software Engineering
  • Software Testing
  • Specification
  • start
  • startup
  • success
  • Uncategorized

Meta

  • Log in
  • Entries feed
  • Comments feed
  • WordPress.org
© 2026 Signal Through the Noise | Powered by Superbs Personal Blog theme