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Use Cases

One agent.
Every cloud task.

Helix connects to your repos and cloud providers, then writes, tests, migrates, fixes, and deploys — all from natural language. Here is how real teams put it to work.

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Modernize any repo withoutPatch vulnerabilities before theyDeploy to the providersContinuous review on everyLet Helix pick upRun ops tasks with

01 · Code migration

Modernize any repo without a dedicated migration sprint

Helix reads your codebase, proposes a step-by-step migration plan, and opens pull requests with passing tests.

Framework upgrades, dependency rewrites, and language migrations usually sit in the backlog for quarters. Helix checks out the repo, runs the test suite, applies the change in an isolated sandbox, and keeps iterating until CI is green.

You review the diff and approve — or ask Helix to try a different approach. Every change is a normal pull request your team already knows how to review.

What you ship

  • Upgrade Next.js, React, Node, Python, or Rails across a monorepo
  • Replace deprecated libraries with current alternatives
  • Auto-generated migration PRs with tests and changelog entries
  • Run in the background while your team ships current work

Works with

  • Next.js
  • React
  • Node
  • Python
  • Rails
  • TypeScript

Why Helix

  • No context-switching for senior engineers during a long migration
  • Every change is verified in a sandbox before it becomes a PR
  • Retries with alternative strategies when tests fail
  • Your existing CI/CD and code-review process stays unchanged
Try a migration

02 · CVE remediation

Patch vulnerabilities before they become incidents

Helix scans dependencies, identifies exploitable CVEs, proposes patches, runs tests, and opens pull requests.

Security patches often compete with feature work for engineering time. Helix triages vulnerability alerts, checks whether a CVE is reachable in your code, applies the smallest safe upgrade, and reruns your test suite.

For teams in regulated industries, every patch is recorded in the audit log with the reasoning, test results, and approval chain.

What you ship

  • Continuous scanning of package manifests and lockfiles
  • Reachability analysis so noise stays low
  • Patch PRs with passing tests and rollback instructions
  • Audit trail for compliance and security reviews

Works with

  • npm
  • pnpm
  • pip
  • poetry
  • Cargo
  • Maven

Why Helix

  • Fixes reach production faster than manual triage
  • Only actionable patches surface as PRs
  • No additional security tooling to onboard
  • Works alongside Snyk, Dependabot, or your own scanner
Patch my repo

03 · Multi-cloud deployment

Deploy to the providers you already use

Helix provisions, updates, and troubleshoots services across AWS, Vercel, Fly, Railway, Coolify, Cloudflare, and more.

You describe the target architecture in plain English. Helix translates that into the right API calls for each provider, stores credentials encrypted per team, and reports back with URLs, logs, and cost estimates.

No lock-in: your resources live in your own accounts. Helix is the control plane, not the cloud.

What you ship

  • Deploy to AWS, Vercel, Fly, Railway, Coolify, Cloudflare, and GCP
  • Encrypted per-team provider credentials
  • Drift detection and one-click remediation
  • Cost and usage visibility across all accounts

Works with

  • AWS
  • Vercel
  • Fly
  • Railway
  • Coolify
  • Cloudflare
  • GCP

Why Helix

  • Use the best provider for each workload
  • Keep ownership of your cloud accounts and data
  • One agent learns every provider, not one human per platform
  • Reusable deployment plans across staging and production
Deploy across clouds

04 · AI code review

Continuous review on every pull request

Helix reviews PRs for logic, security, performance, and style — before a human reviewer opens the diff.

Review latency is one of the biggest drags on shipping speed. Helix pre-reviews every pull request, flags issues, suggests improvements, and leaves comments your team can accept or dismiss.

Human reviewers get a clean summary of what matters, so they spend their time on architecture and intent instead of nits.

What you ship

  • Logic, security, performance, and style checks
  • Inline comments with suggested fixes
  • Summary for human reviewers with risk level
  • Learned preferences from your past feedback

Works with

  • GitHub
  • GitLab
  • Bitbucket
  • TypeScript
  • Python
  • Go

Why Helix

  • Cuts review cycles from days to hours
  • Catches issues that linters miss
  • Scales with your PR volume without adding headcount
  • Feedback improves as it learns your codebase
Review my next PR

05 · Backlog automation

Let Helix pick up the issues that never get prioritized

Assign an issue to Helix and come back to a pull request with tests, documentation, and a summary of changes.

Small refactors, test gaps, and documentation updates accumulate in the backlog because they never beat urgent feature work. Helix works them end-to-end in the background.

You set the acceptance criteria, Helix explores the repo, implements the change, and surfaces a PR. Human review is the final gate.

What you ship

  • Issue-driven pull requests with tests and docs
  • Background execution that does not block the team
  • Automatic linking of commits to the original issue
  • Status updates and blocker alerts in real time

Works with

  • Linear
  • Jira
  • GitHub Issues
  • GitLab Issues
  • Slack

Why Helix

  • Backlog shrinks without pulling engineers off current work
  • Clear acceptance criteria keep output high-quality
  • Every PR is traceable to the original issue
  • Works through your existing issue tracker and chat tools
Automate my backlog

06 · Infrastructure operations

Run ops tasks with natural language

Helix reads logs, diagnoses failures, scales resources, and remediates incidents across your connected providers.

Outages and performance regressions waste senior engineering time on repetitive investigation. Helix correlates logs, metrics, and provider APIs, proposes a remediation, and applies it after you approve.

For routine operations — certificate rotation, DNS updates, cost cleanup, access reviews — Helix handles the toil while humans keep the decision rights.

What you ship

  • Log-driven incident diagnosis and remediation plans
  • Certificate, DNS, and access-management automation
  • Cost and drift alerts with one-click fixes
  • Escalation paths that respect on-call and approval policies

Works with

  • AWS CloudWatch
  • Datadog
  • Cloudflare
  • Vercel
  • Coolify
  • Stripe

Why Helix

  • Mean time to recover drops with automated triage
  • Human approval gates keep production safe
  • Works with your existing observability stack
  • Runs 24/7 so on-call engineers start with context
Run ops with Helix

10x

Faster vulnerability patching

24/7

Background issue resolution

1 agent

Across every major cloud provider

0 lock-in

Your resources stay in your accounts

On every plan

Whatever the task, you get all of this

  • Encrypted per-team provider credentials

  • Approval gates before any production change

  • Every output is a normal pull request or diff

  • Works across AWS, Vercel, Fly, Railway, Coolify, Cloudflare, GCP

  • Team RBAC and full audit trail

  • Natural language to code, tests, and deployments

Don't see yours?

If it runs in a repo or on a cloud provider, Helix can handle it.

Migrations, security patches, multi-cloud deployments, code review, backlog automation, and infrastructure ops — describe the outcome and let Helix execute.

Start building free Talk to a human

One AI engineer for every cloud. Helix connects to your repos and providers, then writes, tests, migrates, fixes, and deploys — all from natural language.

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