Mutagent Cloud reports that its software factory Architech, a multi-agent system built on Pi, now runs in Mutagent Cloud's agent sandboxes and is being optimized by Helix, the agentic coding harness A…
A single-file Claude Code agent built on Opus 5 scored 0.9505 on the gNucleus Parametric CAD Bench, with 89 of 100 parts scoring a perfect 1.0 and running 37% cheaper than the prior top row on the pub…
Mutagent Helix published a meta-evaluation comparing its agent-building tool against hand-driving Claude Code across twenty agent benchmarks, measuring each calibration pass by dollar cost and number …
An agent called brepsmith beat the strongest single-shot baseline on the public CadGenBench CAD-editing benchmark, scoring 0.6669 against 0.5718 while running on a cheaper model, with 32 of 32 outputs…
Mutagent Helix, a custom harness for the Agent Development Lifecycle, shipped as version 0.0.16 on August 15, integrating six stages, eleven sub-agents, and four launch modes into the Pi coding agent …
An AI research lab at an unnamed organization has built an automated research system that runs experiments without human oversight, using a roster of four agent types—runner, verifier, reporter, and c…
Mutagent, an AI engineer that reads traces, diagnoses failures, and ships fixes on a loop, launched today in research preview as a free tool. The company reports that running it on an AI recruiting co…
Mutagent, an AI engineer that reads traces, finds failures, and ships fixes on a loop, is now live in research preview and free to try. In production tests, it reduced an AI recruiting company's month…
The Agent Development Lifecycle (ADLC) is an eval-driven methodology for building reliable AI agents, structured in five stages: Build, Evaluate, Deploy, Monitor, and Diagnose. According to the guide,…