Insights, tutorials, and news from the world of IT and software development.
Chinese models are now months, not years, behind the US frontier, at a fraction of the cost. For a European firm the real question is not who wins the race, but whether and how to use them.
OpenAI says GPT-5.6 Sol beats Claude Fable 5 on coding at a third of the cost. Anthropic says Fable 5 leads on raw capability. Both are right. Here is which model wins which job.
API tokens can cost less than a developer hour, but tokens are not the whole project. A practical comparison of model usage, review, testing, and operating costs.
MCP connects an agent to tools and data. A2A connects independent agents. Here is where each protocol fits and which security controls remain your responsibility.
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