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Uğur Kaval

AI/ML Engineer & Full Stack Developer building innovative solutions with modern technologies.

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#Software Engineering

20 articles tagged with this topic.

Beyond Chatbots: Engineering Production-Grade AI Agents with Tool Use
AI/ML

Beyond Chatbots: Engineering Production-Grade AI Agents with Tool Use

Stop treating LLMs as oracles and start treating them as orchestrators. Learn how to build reliable, schema-validated agents that interact with real-world APIs using modern 2026 patterns.

June 5, 20266 min read
Beyond the Linter: Engineering AI-First Review Pipelines in 2026
AI/ML

Beyond the Linter: Engineering AI-First Review Pipelines in 2026

Manual code reviews are a bottleneck that costs your team millions in lost velocity. Here is how I built a multi-agent AI pipeline that catches race conditions, generates property-based tests, and reduced our MTTR by 42%.

June 1, 20266 min read
Code Review Practices That Catch Bugs Without Killing Velocity
Software Engineering

Code Review Practices That Catch Bugs Without Killing Velocity

Stop wasting time on syntax and start catching architectural flaws. Here is how I scaled code reviews for a 50-person engineering team without slowing down deployment cycles.

May 15, 20266 min read
Scaling Engineering Velocity: Building Autonomous Code Review Pipelines in 2026
AI/ML

Scaling Engineering Velocity: Building Autonomous Code Review Pipelines in 2026

Stop wasting senior engineering hours on syntax and basic logic. I'll show you how we integrated GPT-5 and Llama 4 into our CI/CD to automate 80% of code reviews and unit test generation.

April 30, 20266 min read
Code Review Practices That Catch Bugs Without Killing Velocity
Software Engineering

Code Review Practices That Catch Bugs Without Killing Velocity

Stop wasting time on syntax and start catching architectural flaws. Here is how I scaled code reviews for high-performance teams in 2026 by automating the trivial and focusing on the critical.

April 21, 20266 min read
Technical Debt is a High-Interest Loan: How to Refinance Your Architecture
Software Engineering

Technical Debt is a High-Interest Loan: How to Refinance Your Architecture

Stop treating technical debt like a vague feeling of guilt. Learn the quantitative methods I use to measure, rank, and systematically eliminate architectural drag in production systems.

April 9, 20266 min read
Writing Code That Other Developers Actually Want to Maintain
Software Engineering

Writing Code That Other Developers Actually Want to Maintain

In 2026, code is cheap but maintenance is expensive. Forget 'Clean Code' platitudes; here is how to build systems that reduce cognitive load and survive the AI-refactoring era.

April 5, 20266 min read
Engineering Reliable AI Agents: A Practical Guide to Tool Use and Function Calling
AI/ML

Engineering Reliable AI Agents: A Practical Guide to Tool Use and Function Calling

Stop treating AI agents like chat bots and start treating them like distributed systems. Here is how to implement tool-calling that actually works in production without the hallucinations.

March 29, 20266 min read
Technical Debt is a High-Interest Loan: Pay it or Go Bankrupt
Software Engineering

Technical Debt is a High-Interest Loan: Pay it or Go Bankrupt

Stop treating technical debt as a 'later' problem. Learn how to quantify it using churn-complexity metrics, prioritize it using the Interest Matrix, and use 2026 tooling to automate the cleanup.

March 28, 20266 min read
Writing Code That Other Developers Actually Want to Maintain
Software Engineering

Writing Code That Other Developers Actually Want to Maintain

Most developers write code to solve a problem today; senior engineers write code to be deleted tomorrow. This is how you build systems that don't make your teammates quit.

March 24, 20266 min read
Python Automation for the Modern Engineer: Reclaiming 200 Hours a Year
Automation

Python Automation for the Modern Engineer: Reclaiming 200 Hours a Year

Stop acting like a human cron job. Learn how to leverage Polars, Pydantic, and HTTPX to build robust automation scripts that handle the heavy lifting of modern software engineering in 2026.

March 6, 20266 min read
Technical Debt is a Financial Liability: A 2026 Guide to Measurement and Paydown
Software Engineering

Technical Debt is a Financial Liability: A 2026 Guide to Measurement and Paydown

Technical debt isn't just 'bad code'—it's a financial liability on your velocity. Learn how to use Git churn analysis, complexity metrics, and automated codemods to systematically eliminate rot in the age of AI-generated sprawl.

March 4, 20266 min read
Stop Building Distributed Monoliths: REST vs gRPC vs Message Queues
Software Engineering

Stop Building Distributed Monoliths: REST vs gRPC vs Message Queues

Tired of cascading failures and 500ms latencies? I break down when to use REST, gRPC, and Message Queues based on my experience scaling systems to 50k RPS in 2026.

February 28, 20265 min read
Mastering Software Architecture Patterns: A Comprehensive Guide for Engineers
Software Engineering

Mastering Software Architecture Patterns: A Comprehensive Guide for Engineers

Dive deep into the world of software architecture patterns. This guide by Ugur Kaval explores essential patterns like Microservices, Monolithic, and Event-Driven, offering insights, use cases, and practical tips for building scalable, maintainable, and robust systems.

February 28, 20265 min read
Mastering Web Performance Optimization: A Comprehensive Guide for Developers
Web Development

Mastering Web Performance Optimization: A Comprehensive Guide for Developers

Unlock the secrets to blazing-fast websites. This comprehensive guide covers critical front-end, back-end, and infrastructure strategies to boost user experience, SEO, and business outcomes for software engineers.

February 27, 202612 min read
Mastering Microservices Architecture: A Comprehensive Guide for Engineers
Software Engineering

Mastering Microservices Architecture: A Comprehensive Guide for Engineers

Dive deep into Microservices Architecture with this comprehensive guide. Understand its core principles, benefits, challenges, and key design patterns for building scalable, resilient, and agile software systems. Essential reading for every software engineer.

January 23, 202613 min read
Unlocking TypeScript's Full Potential: A Comprehensive Guide to Best Practices
Web Development

Unlocking TypeScript's Full Potential: A Comprehensive Guide to Best Practices

Dive deep into TypeScript best practices that elevate your code quality, maintainability, and developer experience. From strictness to advanced types, master the techniques for robust, scalable web development.

January 18, 202615 min read
Mastering Web Performance Optimization: A Comprehensive Guide for Software Developers
Web Development

Mastering Web Performance Optimization: A Comprehensive Guide for Software Developers

Unlock the secrets to blazing-fast web applications. This comprehensive guide delves into frontend, backend, database, and infrastructure performance optimization, offering actionable strategies and code examples for developers.

January 18, 202612 min read
Mastering Workflow Automation with n8n: A Developer's Deep Dive
Automation

Mastering Workflow Automation with n8n: A Developer's Deep Dive

Unlock unparalleled efficiency with n8n. This comprehensive guide explores n8n's open-source power, customizability, and real-world workflow automation use cases for developers and engineers.

January 17, 202613 min read
Career Advice for Junior Software Engineers
Career

Career Advice for Junior Software Engineers

Practical advice for starting your software engineering career. Skills to develop, mistakes to avoid, and growth strategies.

November 22, 20242 min read