LLM Harbor

Changes

https://github.com/user-attachments/assets/e4897391-c5a8-4391-93c3-9f8b76155f11

A new launch command to spawn pre-configured local agentic coding tools on host pointing to inference backends in Harbor.

# Uses the first reachable running backend and discovered model
harbor launch codex

# Explicit backend and model selection; launch options go before the tool name
harbor launch --backend ollama --model qwen3.5:4b codex
harbor launch --backend ollama --model qwen3.5:4b mi
harbor launch --backend llamacpp --model Qwen3.5-4B opencode
harbor launch --backend ollama --model qwen3.5:4b copilot -p "explain this repo"

# Route through Harbor Boost with web search and URL-reading tools
harbor launch --web --backend ollama --model qwen3.5:4b codex

# Claude Code uses Harbor's Ollama backend through Ollama's Anthropic-compatible API
harbor launch --backend ollama --model qwen3.5:4b claude -p "explain this repo"

# Print the computed launch config without starting the tool
harbor launch --config opencode
harbor launch --config openclaw

• Anthropic-compatible Messages API and OpenAI Responses API compat layers for Boost
• harbor launch command for starting services with host tool adapters
• ik_llama.cpp service
• Boost workflows and tools module
• Adaptive thinking, annotations, rate limit forwarding, SSE keep-alive in compat layers
• Extensive Boost hardening: streaming fixes, SDK compat audit, request validation
• new guides, docs screenshots optimised

Full Changelog: https://github.com/av/harbor/compare/v0.4.18...v0.4.19