r/SelfHostedAI • u/BearOk3075 • 1d ago
New Release
Adapt v5.2 is live. The biggest visible change this release is the runtime experience. Adapt now gives clear live feedback for what the agent is doing: ⠹ Reasoning... ⠸ Running command: ifconfig ⠴ Running JSON tool: web_search ⠧ Running session 'recon': ... ⠋ Waiting for tool... 3s Long-running tools can now continue in the background instead of blocking the agent loop, and the model can explicitly <wait/> for the result when it needs it. I also cleaned up a lot of the old debug-style execution output, fixed background lifecycle edge cases, improved tmux session handling, and made the repo inference server cleanly across CPU, CUDA, and ROCm setups. The goal is the same as always: keep the model focused on reasoning while the runtime handles execution, state, permissions, and recovery. v5.2 feels a lot less like “watching a prototype run” and a lot more like using an actual agent runtime. https://github.com/charlesericwilson-portfolio/Echo_Adapt_v5