AI Context Audit

Audit the context your agents depend on

A focused assessment of the tools, documents, incidents, tickets, repos, permissions, and stale assumptions that shape how your AI-assisted engineering workflow behaves.

What this covers

Practical, source-backed work that improves how your team uses AI tools.

Tool and workflow map

Identify where real engineering context lives and which tools should be read-only inputs first.

  • GitHub, Slack, Linear/Jira, Sentry, docs, and CI/CD map
  • Decision and incident source inventory
  • Human workflow and approval boundaries

Risk and gap analysis

Find the places where agents are likely to make wrong assumptions or overstep.

  • Stale docs and conflicting sources
  • Missing provenance and ownership
  • Unsafe permission or data-leak paths

Context readiness scorecard

Turn the audit into a concrete priority list rather than a vague AI strategy deck.

  • Readiness scoring
  • Quick wins
  • Implementation roadmap

First eval candidates

Select practical developer tasks that will prove whether better context improves outcomes.

  • PR task selection
  • Incident-response scenarios
  • Agent failure-mode baseline

Engagement flow

Start narrow, prove value, then expand permissions and automation carefully.

01

Inventory

Map tools, sources, owners, and current AI usage.

02

Evaluate

Find stale context, permission risks, and missing provenance.

03

Prioritize

Deliver a context roadmap with first workflows and evals.

Ready to audit your agent context?

Start with the context your team already has before buying or building more automation.

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

Your information is secure and will only be used to contact you about your project.

Quick Response Guarantee

We respond to all inquiries within 4 hours.

< 4h
Response Time
Free
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.

Prefer Direct Contact?

hello@hills-lab.hr
For immediate project inquiries