Anthropic · local-AI agent
Claude Code is Anthropic's CLI coding agent. It runs against the Claude API by default, but the local-AI version (via Ollama Launch) targets compatible open-weight models. Strong on long-context, planning, and orchestrating subagents — which means it loads context aggressively and benefits from headroom DevPulse can reclaim before launch.
Step 1 · Launch via Ollama
Step 2 · Pre-flight memory check
Claude Code pairs best with Llama 3.3 70B at Q4_K_M (~40.6 GB). Add ~4–8 GB on top for the agent's working set, plus headroom for the rest of your dev stack. Recommended: 64 GB Mac (minimum 32 GB).
Why this matters: Fully agentic + large model = real OOM risk. Pre-flight every launch.
Step 3 · Babysit long sessions
Agent runs that span hours hit memory pressure as context grows. devpulse babysit watches and auto-cleans without crashing the session.
Tips for Claude Code
Recommended models
DevPulse is free, native, and uses less RAM than this webpage.
Download for macOS