BucketBranch

SiliconSoftwarePlatformsAI Agents

Building Agentic Systems
for Enterprise Solutions

Measured resultA 4-bit quantized model passed three rubric cells its own full-precision parent failed.Audited as a bug first, then reproduced on freshly pulled weights sixteen days later. Three runs out of three, both directions.See the measurement

Published Research

Measured work on what AI agent architectures cost, with the method fixed before the run. The instrument is specified in AEQ; applied builds are in case studies; the systems themselves are under projects; the explainers that read those systems through cost are under reference; shorter pieces published elsewhere are collected under writing. What is published here sets out the method all of it is held to.