Platform

Processor, graphics, memory, storage, motherboard, BIOS, and Windows details, on demand.

CPU, GPU, memory, storage, and temperature, sampled continuously through one pipeline.

One authoritative 0-100 score, computed the same way everywhere it's shown.

Deterministic, evidence-based recommendations with a stated reason and risk level. Nothing auto-applied.

Reading real Windows-side evidence — logs, process and service state — as input to an engineering task.

Identifying redundant files as a concrete, scoped diagnostic task. No design work has started yet.

Surfacing what's actually running, as evidence, not as a control panel to click through.

A future execution layer for safe, reversible actions — always behind your explicit approval, always logged.

Any future automated action needs an undo path before it ships. Not designed yet.

Generate, restyle, vary, remove background, and resize — entirely through conversation with INGRID.

Ask INGRID for a track and play it back, routed through your own connected ElevenLabs account.

Scoped as the narrative counterpart to Art and Music Studio — no generation workflow yet.

An early idea for where art, music, story, and systems eventually meet. No implementation started.

You never switch assistants or manage providers yourself — INGRID is the only intelligence you ever speak to.

Engineering and diagnostic questions are recognized in ordinary chat and routed automatically.

Claude is the first connected engineering provider — the architecture never hardcodes it as the only one.

Anything outside INGRID's recognized commands and reasoning modules runs through a local Ollama model.

Recommendations are recommendations. Nothing is executed, installed, or changed without you saying so.

Any future automated action is designed with an undo path in mind from the start, not bolted on after.

Every recommendation from Optimization Advisor or C.O.R.V.U.S. states its own risk level plainly.

Every engineering task and result C.O.R.V.U.S. produces is recorded — traceable, not a black box.

Diagnostic and founder-level tooling stays behind developer-only access, never exposed in the shipped product.