
The Cost of Conversations
- Haggai Philip Zagury (hagzag)
- Developer experience ( dev ex)
- August 20, 2025
Table of Contents
This post was originally published on Israeli Tech Radar.
We’ve all been there: a simple question to an AI model turns into a lengthy, back-and-forth “vibe session.” It’s effortless, it’s creative, and it feels free. But behind every token is a hidden cost, and the bill at the end of the month can be a surprise.

This isn’t just about a few dollars here and there. For businesses, unmanaged AI usage can become a significant and unpredictable expense. Over the next three posts, we’re going to pull back the curtain on AI costs and show you how to move from a reactive user to a strategic master.
- Part 1: The Cost of Doing Nothing … 🤔 read it here We’ll expose the difference between “vibing” and “building” with AI, and reveal why one model can be a financial trap.
- Part 2: The LLM Gateway 🔂 read it here We’ll introduce the essential tool that brings order to the chaos, providing centralized visibility and control over your AI spending.
- Part 3: The Ultimate Efficiency 🔋🔋🔋 We’ll show you how to achieve near-zero cost on your most common requests by leveraging caching and deploying proactive, autonomous agents.
I couldn’t wait to release this series as continuation to the 2 previous post on the subject part1 and part2.

⚠️ Spoiler Alert if your not new to A.I this won’t come a shock to you that it costs to ask a question, especially if it’s a good one 😉 … there are some caveats for newcomers and being mindful about A.I could go a long way, get ready to transform your AI usage from a conversation you’re paying for to an investment that pays off.
Get started with part 1, please feel free to share & LMK what you think.
Your’s sincerely, HP


