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Thanos Gkanas, Founder and Editor at Prompt2Prod.AI
Author

Thanos Gkanas

Founder · Editor

Thanos is the founder of Sonaht Tech, a software engineering consultancy that delivers scalable, secure custom software for startups, scaleups, and enterprise clients. The firm's services span engineering consulting, custom web and software development, data engineering, software architecture, and data governance -- built on 20 years of shipping production systems. He writes about the real challenges technologists face in this AI dominant era.

LinkedIn sonaht.tech

Areas of expertise

AI Agents Production Readiness Software Architecture Security Hardening Performance Optimization Data Engineering Python Node.js AWS DevOps

Articles by Thanos Gkanas

AI Agent Tutorial

Build Competitive Intelligence AI Agent: A Step-by-Step Tutorial

A practical Python tutorial for building a scheduled AI agent that scrapes rival pricing pages, parses RSS feeds, scores changes with an LLM, and posts weekly summaries to Slack.

· 20 min read
AI Development

AI Agents Coding: How the Agentic Loop Works and Which Tools Actually Deliver

Only 31% of developers actively use AI agents today, per Stack Overflow 2025. This guide explains how the agentic loop works, what tasks agents handle well, where they fail, and real 2026 pricing for GitHub Copilot, Claude Code, and Cursor.

· 14 min read
AI Development

AI Developer Tools News: What Changed This Summer

A sourced roundup of the biggest AI developer tools news: Claude Opus 5 and Sonnet 5, cheaper GPT-5.6 pricing, GitHub Copilot's latest agent features, and what 2025 survey data says about developer trust.

· 12 min read
AI Development

AI Code Analyzer: How It Works and How to Choose One

An AI code analyzer blends static analysis with machine learning to catch bugs, security flaws, and quality issues. See how it works, what it catches, and real 2026 pricing across the top tools.

· 13 min read
AI Development

How to Debug AI-Generated Code: A Practical Guide

AI-generated code fails in predictable ways. This guide covers the five most common bug categories, a step-by-step debugging framework, and the tools that actually help you close issues faster.

· 12 min read