AI-Agents Cost Optimization
When a PoC of an agentic AI project faces business reality, the first problem that arises is the cost: every agent run should cost an amount adequate to its ...
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AI‑Assisted Software Engineering: Creating Complex Projects from Scratch. TDD and Spec-First Approaches
In my previous article I’ve shown how to create a single component with AI coding agents supporting Plan Mode.
My Go-To Setup for a Concise, Honest, Direct, and Fact-Checking AI Assistant
Over a few years of intensive usage of AI assistants (ChatGPT, Claude, etc.), I’ve crystallized what I think is a great setup prompt, making any agent I use ...
AI‑Assisted Software Engineering: A Step‑by‑Step Example for Developers Who Don’t Know How to Start
So, you are a professional mid- to senior-level developer (if not, this post may not be for you). You know how to write good, effective code and get work don...
Log-Based Issue Investigation with AI Agents: Designing an MCP That Actually Works
I believe that, despite the multimodality of modern models, the areas where LLM-based solutions are truly useful and 100% worth investing in are those where ...