Generic, open framework on Microsoft Agent Framework (MAF): multi-agent cost-saving proposals gated by a mandatory deterministic validator, with HITL learning.
Updated 2026-09-23 16:28:00 +00:00
Write-time defensive layer for Python pipelines that persist LLM output: sanitize, fence, tool-less quarantined transform, capability isolation, scan before persist, fail-secure.
Updated 2026-09-23 15:24:05 +00:00
Framework-neutral shared core of the portfolio-optimiser method: the normative specs, example bundles and golden fixtures vendored by both reference implementations.
Updated 2026-09-23 15:07:17 +00:00