3 posts
How to build on-premise AI infrastructure? Hardware, model serving, scaling, monitoring, updates and the real operational burden — an enterprise decision guide.
Detailed head-to-head of three main IDE-plugin AI code assistants: GitHub Copilot (30M+ users, GPT-5 + Claude), Codeium (most generous free tier, on-prem capable), Tabnine (contractual IP protection + on-prem + air-gapped leader). Pricing, IDE support, KVKK + code leakage, enterprise readiness, Turkish developer experience, 10-scenario decision guide.
Head-to-head of Codeium's 2024 Windsurf Editor vs Cursor: Cascade agent architecture, Supercomplete, Riptide context engine, model access (Claude Opus 4 + GPT-5 + DeepSeek), pricing ($15 vs $20), enterprise + on-prem options, Turkish developer experience, KVKK + code leakage risk, and 10 scenario-based selection guide.