EvalGlass

Security

What we protect, and how to tell us when we slip.

EvalGlass Core runs on your machine and in your CI. It reads your repo's evidence and writes a Scorecard. For Core, nothing leaves your repo and there is no hosted runtime to attack. The commercial products — Discovery and Intelligence — have their own boundaries, stated per product below. This page mirrors SECURITY.md.

Data handling — Core

EvalGlass Core is local-first by construction. On Core's required path there is no telemetry, no phone-home, no provider keys, and no hosted service.

Security by product

The claims above describe Core. Discovery and Intelligence are separate, pre-alpha commercial products with their own boundaries — so security is stated per product, never as one company-wide promise. Two principles hold across the family, by design:

Each product states its own boundary below. Core’s row is the set of guarantees that already holds today; the Discovery and Intelligence columns describe the intended private-preview boundaries of the products — what they are built to guarantee, not a shipped deployment.

Boundary Coreopen source Intelligenceprivate preview Discoveryprivate preview
Where it runs On your machine and in CI. There is no hosted runtime. Customer-invoked or scheduled — local, your own cloud (VPC), or a bounded private environment. Customer-invoked under a scoped, time-bounded engagement — local, your own cloud (VPC), or a bounded private environment. No standing service watches your application.
What it reads The repo evidence you point it at — inputs, outputs and validated reference data. The specific failing runs and the execution evidence you select for a case — bounded to the investigation, no broad standing access. A bounded representation of your application that you select — code, prompts, tools and selected traces — for the scope you open. No broad or standing access to the rest.
What leaves Nothing leaves your repo. No telemetry, no provider key on the required path. Only what an explicit model-egress manifest declares. No customer data trains a shared model without opt-in. The proposals it produces — an application map, coverage gaps, and candidate scenario and rubric evaluations — exported as portable Core artifacts you own. No customer data trains a shared model without opt-in.
Identity & access A fresh install grants no authority; no keys, no combined access. Separate, least-privilege identities scoped to the case; controlled intervention and replay run in a bounded environment, never against production. No standing identity. Scoped, time-bounded access is granted per engagement and revoked when it closes; separate least-privilege adapters, never one combined credential.
Who decides Core proposes and measures — the host approves what gates. Intelligence diagnoses cause through causal replay and controlled intervention under bounded access — an authorized human confirms the cause and approves any change. Discovery proposes; the customer reviews, edits and accepts — a candidate eval is not an active eval until an authorized human accepts it.

The product that creates evidence cannot grant itself the authority to decide.

That single rule connects Core’s trust model to the whole family: Core measures, Discovery finds, Intelligence explains — and in every case an authorized human, not the product, makes the consequential organizational decision. No product holds standing combined access, and none is shown running here. The trust model →

Report a vulnerability

Please report privately first. Do not open a public issue for a security problem.

Best effort, no SLA.

EvalGlass is volunteer-maintained and pre-alpha. We will do our best, but we do not promise a response-time SLA. Frame your expectations accordingly.

Scope

In scopeOut of scope
The runtime (src/evalglass/**)Third-party host code that uses EvalGlass
Skill-scaffolded codeDisabled optional adapters
CI workflows that consume privileged tokens

One scope note worth stating plainly: a green Scorecard misread as proof of correctness is itself treated as a trust and security issue. Defeating the no-false-confidence guarantee — making an informational, uncalibrated, non-comparable, or partly blocked run look like proof — is in scope. Claim boundary →

Supply chain & supported versions

Related

Trust model
what a green Scorecard does and does not mean
Threat model
the claim boundary EvalGlass refuses to cross
License
Apache-2.0, open source