Unified Agentic Coding Harness

Most agentic coding solutions execute arbitrary LLM commands on local machines, feed entire repositories into context until they hallucinate, plan brittlely in a single loop, and offer no observability into their decisions. Aristos' Unified Agentic Coding Harness treats the LLM as an actor inside a governed environment rather than a monolithic magic box. It adds a trust system with dynamic approval gates that put a human in the loop for high-risk commands such as rm and push, backed by an event logger and trace collector. A Docker-backed sandbox executor runs all code changes and shell commands under strict memory, CPU and PID limits with network isolation, and a reversible tool system uses Git snapshotting and rollback to instantly undo mistaken or hallucinated edits.