Open Artifacts

Useful artifacts before a product

The first public assets should help teams reason about AI context infrastructure even before HILLS Lab ships a dedicated tool.

AI Context Audit Checklist

A practical checklist for mapping tool context, permission risk, stale docs, and missing provenance.

Open checklist

Context System Schema

A model for source-backed memory items with scope, status, visibility, confidence, and supersession.

Coming next

Memory Diff Format

A reviewable format for proposed memory updates after PRs, tickets, incidents, and Slack decisions.

Coming next

Eval Templates

Task-based eval templates for measuring agent behavior with and without the context layer.

Coming next

Start with context

Audit Your AI Context Layer

Tell us which tools your team uses today. We'll help map the context surface, permissions, stale assumptions, and first reliable agent workflows.

Context Details

Share your workflow and tools

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Consultation

What Happens Next?

1
Initial Review

We review your project details and prepare a tailored response.

2
Strategy Call

30-minute consultation to explore solutions.

3
Custom Proposal

Detailed project roadmap with timeline, stack, and investment.

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