Blog
Guides, insights and news from the fast-moving world of AI agents and tools.
Coding Agent Practical Guide 2026: Selecting and Operating Autonomous Development Tools
In 2026, coding agents have shifted from mere "completion" to full "autonomous execution." This article organizes selection criteria for practical use based on autonomy, reliability, and operational cost, and reviews real tools such as Shipper.now, Floot, and Bolt.
Daniel Nikulshyn
Jul 2026
AI Coding Assistant Practical Guide 2026: Selection Criteria in the Self‑Hosted Era
AI coding assistants in 2026 have evolved from simple completion engines to collaborative developers that understand the code base. This article delves into selection criteria from the perspectives of self‑hosting, code search, privacy, and ROI.
Daniel Nikulshyn
Jul 2026
How to Evaluate AI Coding Assistants
AI coding assistants are becoming standard tools in modern software teams, but choosing the right one requires more than running a few benchmarks. This guide explains how engineering leaders and developers can evaluate coding assistants based on real-world productivity, code quality, context awareness, security controls, and overall developer satisfaction.
Daniel Nikulshyn
Jun 2026