Developer Tooling
Self-Healing CI/CD Agent
Monitors pipeline failures, diagnoses root causes with LLM analysis, auto-applies fixes for dependencies, configs, and flaky tests.
The problem
CI/CD failures force engineers into manual triage, stretching recovery time while the pipeline sits red.
- A flaky test fails the same PR three times before anyone re-runs it.
- The person who understands the pipeline is out, so red CI just sits red.
- Half of "triage" is just figuring out if it's your code or the infra.
What NEO built
NEO built an agent that ingests GitHub Actions/GitLab CI failure signals, classifies them into families (tests, infra, dependencies), and generates risk-scored patches or retry plans within policy guardrails.
The result
5-way root-cause classification
Automates failure triage and safe remediation so pipelines recover without escalating to an engineer.
From the blog · 8 min
Helix: A Self-Healing CI/CD Agent That Fixes Pipeline Failures Autonomously
NEO built Helix, an AI-powered CI/CD agent that monitors pipeline failures, diagnoses root causes using LLM analysis of error logs, and autonomously applies fixes including dependency updates, config changes, and flaky test retry strategies.
Try this in your workspace
Paste this into NEO chat to kick off the same workflow on your own data.
Watch my GitHub Actions pipeline, classify failures into test/infra/dependency families, and propose a risk-scored patch or retry plan I can approve instead of triaging manually.
Paste it in · review the plan · get the diff
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