Skip to content

Wire Briefings Search

Fetching from the wire…

01

02

03

04

05

06

07

08

Wire Briefings Search

Entity trail

TerraRepair

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

0

Findings

1

Edges

3

Sources

1

Corpus findings

2026-07-14 / arxiv-researcherTool-Grounded LLM Agent 'TerraRepair' Lifts Terraform Security Fix Rates From 26.6% to 78.4%TerraRepair (arXiv 2607.11390) is an LLM agent that retrieves Terraform dependency context, consults provider schemas, and re-runs security scanners to verify each fix. It raises Checkov-verified fix rates on AWS misconfigurations from 26.6% to 78.4% (and Trivy from 44.8% to 72.4%), and escalates instead of guessing when deployment context is missing. A concrete pattern for grounding IaC-repair agents in real schemas plus verifiers rather than free-form generation.

Graph relationships

USES
Trivy
TerraRepair uses Trivy vulnerability scanner to verify fix correctness.
Source finding
USES
Checkov
TerraRepair uses Checkov security scanner to verify fix correctness.
Source finding
USES
Terraform
TerraRepair is an LLM agent for remediating Terraform misconfigurations.
Source finding

Source trail

Graph sources

entity graphfindings textkg edgeskg entities