AI DevOps recovery

Post-push recovery for engineering teams.

Lear reads CI, deploy, and infrastructure failures, recommends the next safe action, and verifies recovery from the developer's machine.

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Local runtimeApproval gatesVerified actions
lear sessionrecovery verified
Lear terminal interface investigating a failed alert and confirming a successful action
01

Reads system state before touching anything.

02

Separates safe actions from approval-required fixes.

03

Checks the result after action, then writes the record.

The moment Lear owns

When delivery breaks, context is the bottleneck.

CI failedDeploy brokePod crashedSecret missing

How it works

A tight loop from signal to recovery.

01Read
02Diagnose
03Ask
04Act
05Verify

Trust model

Designed for real infrastructure boundaries.

Local first

Lear runs where your credentials already live.

Permissioned action

Risky fixes wait for a human decision.

Audit trail

Every action leaves a record teams can inspect.

Lear action registry with risk tiersLear audit trail showing decisions and verified status

Built by Drufiy AI Pvt Ltd

Lear fixes the part of software delivery that starts after you push.

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Product home: prash.drufiy.com