← Glean
Bringing AI in at Glean

Trace agent failures without exposing the wrong context

You’re the software engineer. Your team is in the room. Printed Oct 14, 2026.

Faster agent investigations depend on evidence that engineers can safely trust.

The investigation packet must cut through fragmented traces while preserving the permission boundary around every retrieved artifact.

Who you’d be doing this for

“My admins keep asking why the answer failed, and I’m still waiting for a clear trail.”

Lovisa Johansen · IT Platform Owner

Owns the connected systems and must explain retrieval and agent behavior to internal users and security partners.

What is at stake

Engineers take a 28-minute median to assemble enough evidence for an agent-failure next action. You must weigh faster on-call investigation against the need to keep every retrieved artifact permission-safe and reviewable.

Why it isn’t already fixed

Every obvious fix costs something else. That’s the part you’d have to decide.

  • faster on-call diagnosis vs permission-safe evidence
  • assembled context vs visible uncertainty
  • automation assistance vs engineer judgment
  • pilot speed vs durable operating ownership

Why Glean

Permissions-aware retrieval makes every investigation packet accountable for both diagnostic usefulness and authorized access.

Written with these in mind

embedded AI systems engineersolutions architect with production depthforward deployed reliability engineer

Not your kind of problem? 29 more at Glean, or browse every organization.

This is the setup. The work is inside.

Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.