BCBC Technologies · Engineering, AI systems & practical tools

Selected engineering work

Projects, with the status made clear.

A mix of deployed infrastructure, software prototypes, and forward-looking concepts. Each is labeled for what the available documentation supports.

About the labels: “Documented” means the supplied build record reports the result; it does not imply an independent audit. Prototypes and concepts are not represented as production releases.

AI observability · Active proof of concept

PRISM — Evidence Fusion

Independent evidence for AI model claims, routing attribution and repeatable verification research.

AIEvidenceObservability

Interactive experience · Concept demo

Ava Noir — Experience

Enter through the alternating Prism Morph experience, then continue directly into Ava Noir.

Ava NoirInteractiveDemo

Documented deployment

Dexter + Sentinel

Proxmox-hosted OPNsense firewall migration, including routing and DNS verification after reboot.

ProxmoxOPNsenseNetworking

Documented rollout

FreeLLMAPI Rolling Updater

A self-discovering, sequential update workflow; the supplied record describes an eight-container rollout.

BashLXCAutomation

Documented milestone

BCBC AI Gateway

A working gateway integration with a verified NVIDIA provider route; appliance packaging remains planned.

LLMsProxmoxRouting

Agent regression engineering

Agent VCR / Regression Lab

Record/replay and regression material for turning agent failures into reproducible tests, implementation plans and explicit pass/fail evaluation workflows.

AgentsRegressionTesting

Engineering architecture

Intelligent Controller

A modular local-first control architecture that observes sensors, interprets conditions, commands equipment and verifies actual outcomes while preserving independent safeguards.

ControlAIVerification

Simulated interface demo

BCBC PRISM / MorphSite

A website/control-plane concept using simulated mode changes and authorization ideas.

WebInterfaceConcept