Agent compatibility

Topic: Keep your coding tools
All topics334

Inference

Keep your coding tools14Lower inference cost23Model library39Run models without infra work35Scale without limits17Switch models safely24

GPU compute

Keep GPU jobs running32Lower GPU cost34Pick the right GPU25Secure GPU capacity30

Both

Avoid vendor lock-in15Meet EU requirements46

4 articles in Agent compatibility

Articles

5 October 2026

Testing Open Coding Models on Multi-File Agentic Edits

Test coding models on representative changes from your own repository. Use task-specific acceptance tests, regression checks and recorded costs for every attempt, including failures.

18 September 2026

Empty Response on a Reasoning Model: Why and How to Fix It

A blank reply can result from an output limit, a client integration problem or a response that needs further handling. Inspect the complete response before changing settings. Reasoning text alone is not a final answer.

11 September 2026

Verify Coding Agent Function Calling Before Switching

When migrating an AI coding agent to a sovereign inference engine, ensuring OpenAI-compatible function calling is critical. Learn how to test tool calling support on open-weight models to avoid broken workflows.

11 September 2026

Self-Hosting Code Completion for VS Code and JetBrains

Transitioning from closed ecosystems to a VS Code open source code completion model guarantees data sovereignty for European engineering teams. By pairing a local IDE extension with an EU-hosted serverless inference endpoint, developers achieve low-latency coding assistance.

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