super.engineering slashes memory, CPU after ADEMark

The emergence of standardized ADE benchmarks is already triggering an efficiency arms race among coding agent wrappers. Even with an existing lead across raw speed and memory tests, super.engineering is aggressively trimming overhead before ADEMark's next public verification run.

• –Active agent CPU cut to 8%: Dropping CPU utilization from 20% while agents work frees substantial headroom for parallel multi-agent workflows on local machines.
• –Token overhead under the microscope: Slashing tab naming tokens by 88% addresses the quiet background token drain that plagues desktop agent environments.
• –Public benchmarks driving accountability: Standardized testing on fixed hardware is forcing agent environments to compete on real performance rather than marketing claims.
• –Awaiting independent validation: The team acknowledged their internal Mac runs need confirmation in ADEMark's upcoming benchmark pass.