Test Permission Changes Before Agents Use Them

Permission changes can quietly alter agent behavior. ProofMap helps teams verify that access changes improve outcomes without creating new risk.

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Why Choose ProofMap

TEST

Validate least privilege

Check whether agents can complete work with narrower access.

CTRL

Test expanded access

See whether new tools or fields create unsafe or unnecessary behavior.

Document the decision

Keep evidence for why each permission boundary is approved.

Comparison

Moment	Without ProofMap	With ProofMap
Evidence request	Teams assemble screenshots, anecdotes, and raw logs after the question arrives.	Qualification reports show prompt, model, tool, fallback, and approval evidence.
Production change	Prompt, model, schema, or permission changes are reviewed informally.	Changes run through objective-bound evaluations before promotion.
Business pressure	Audits, launches, renewals, and customer escalations force rushed AI decisions.	Teams use existing tests and approved mappings to respond with confidence.
Developer workload	Developers chase failures across transcripts, tools, providers, and one-off integrations.	Failures become repeatable tests with clear evidence and approved fixes.

Frequently Asked Questions

When should permissions be retested?

Retest after adding tools, changing MCP scopes, onboarding new workflows, or tightening access controls.

Can reducing access break agents?

Yes. ProofMap helps identify where narrower permissions are safe and where they block required work.

What makes this useful for developers?

It turns AI behavior changes into repeatable tests, reduces manual investigation, and provides concrete evidence for prompt, model, MCP, and runtime decisions.

What does ProofMap produce?

ProofMap produces objective-bound evaluations, failure evidence, recommendations, and approved prompt or runtime mappings for production use.

Change access safely

Qualify permission changes before production agents use them.

Start qualifying prompts