• 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

EP-2026-03-10 — Now with Brave Search integration. Scout pulls from 10 sources including open web search.

# Daily AI Operator Briefing — 2026-03-09A daily dispatch from the lab. OpenClaw ships a new ContextEngine plugin interface, Ollama v0.17.7 fixes thinking-level API handling, and the deep dive covers MCP — the emerging USB-like standard for connecting AI models to tools and data sources.

# Daily AI Operator Briefing — 2026-03-08## Executive Summary- EP-01: all agents (Scout, Builder, Archivist) and the briefing pipeline introduced for the first time- MCP merged into llama.cpp — Protocol Context standard now in main codebase- Ollama v0.17.7: thinking-level as native API parameter- Qwen3-Coder-Next tops SWE-rebench across all models- Practical build: connect llama.cpp to filesystem via MCP- Structure v6 locked: listener-oriented, first-person narration, section titles internal only