• Ollama 0.17.7 now supports thinking-level control for adjusting model reasoning effort and has added context compaction; version 0.17.8 is in release candidates• OpenAI's Python SDK 2.25.0 introduces gpt-5.4 and a new tool search capability that lets models dynamically search available tools at runtime instead of using static lists• Fish Audio open-sourced S2, a TTS model enabling multi-speaker dialogue in one pass with 100ms time-to-first-audio by using natural language emotion tags embedded in text• The programme engine module received major infrastructure updates with new database tables, full CRUD API, and cockpit summary panel now live in production• Refactored project detail view from 3,500 lines of mixed code down to 1,600 lines across six maintainable files, plus fixed CV upload and dashboard routing issues
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