Your pipeline failed.
Root cause in 47ms.

OpsHero analyzes CI/CD logs with a hybrid engine — 56+ battle-tested patterns matched instantly, with an AI fallback for unknown errors. Actionable fixes, not stack traces.

Start for free See the CLI

47ms avg analysis

Zero data retention

GitHub Actions native

opshero — pipeline analysis

Capabilities

Built for engineers who can't afford downtime.

A hybrid engine that never leaves you without an answer.

Pattern match in under 50ms

An inverted index across 56+ patterns covers Docker, npm, Python, Git, Pytest, and Kubernetes — validated in production. Results arrive before you finish reading the stack trace.

56+ battle-tested error patterns
O(1) index lookup — never scans full logs
Confidence score on every match

pattern match

$ cat build.log | opshero analyze -

Indexing 2.4KB log…

Pattern index lookup…

✓ docker_missing_package

Confidence: 94% · Regex · 47ms

Root cause: apt cache outdated in Dockerfile

Fix #1 › docker build --no-cache -t app .

Fix #2 › FROM node:20-alpine@sha256:abc123

✓ Done in 47ms

ai engine fallback

$ opshero analyze k8s-crash.log

No regex pattern matched.

Routing to AI engine…

⟳ AI engine analyzing (CrashLoopBackOff)

Root cause: OOMKilled — memory limit 256Mi

exceeded by app allocating 310Mi at init.

Fix: set resources.limits.memory: 512Mi

via AI engine · 1.2s

Pro

AI engine for unknown errors

When no pattern matches, the AI engine activates automatically. No prompt engineering — we pass the log, model, and context tuned for CI/CD failures. You get root cause and a fix, not a hallucination.

Automatic — zero config required
Handles novel and framework-specific errors
Plain-English fix with confidence score

Cascading failure detection

Pipelines fail in chains. OpsHero traces causality — so you know the expired auth token caused the image pull failure, which caused the deploy to silently corrupt state. Fix the root, not the symptom.

Multi-error causal chain analysis
Root cause ranked above downstream symptoms
Stops you patching the wrong error first

causal chain — deploy/prod

1AUTH_TOKEN_EXPIRED

│

2IMAGE_PULL_FAILED (ecr.aws/app:v3)

│

3DEPLOY_SILENT_CORRUPTION

│

4HEALTH_CHECK_TIMEOUT

✓ Root cause: AUTH_TOKEN_EXPIRED → fix this first

Installation

Up and running in 30 seconds.

One pip install. Works locally, in CI, and in Docker — no setup wizard.

01Install the CLI

Python 3.9+. Works on macOS, Linux, and WSL. Use python -m pip if pip fails.

$ pip install opshero

02Authenticate

GitHub OAuth — opens your browser, done in 10 seconds.

$ opshero login

03Analyze a log

Pipe stdin, drop a file, or paste. Offline mode available.

$ cat build.log | opshero analyze -

04Sync pattern cache

Download 56+ patterns locally for fully offline analysis.

$ opshero patterns sync

GitHub Actions

- name: Analyze CI failure

if: failure()

run: |

pip install opshero

cat build.log | opshero analyze - --ci

Docker / stdin

# Pipe from docker build

docker build . 2>&1 | opshero analyze -

# From a log file

opshero analyze /var/log/pipeline.log

# JSON output for CI scripts

opshero analyze - --ci --format json

Offline-first

Sync patterns once, analyze forever without internet. Zero telemetry. Logs never leave your machine.

Pricing

Start free. Scale as you ship.

No credit card required. 50 free analyses every month — forever.

Free

50 analyses / month
Pattern engine
56+ error patterns
CLI + Web dashboard
Community patterns

Start analyzing

Stop reading stack traces.
Start shipping.

50 free analyses every month. No credit card. No setup wizard. Just pipe your log.

Get started for free View install docs

No credit card · Free forever for solo engineers · Cancel anytime

Your pipeline failed.Root cause in 47ms.