// structured automation for complex maintenance

Structured, repeatable
automation for

Build structured automations around all the required change coming in—CVE patching, triage, review, dependency upgrades, bug fixing, migration.

Trigger Context Validate Review
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See how it works
structured maintenance automation
live
React upgrade automation canvas
Structured automations
Break up large, recurring problems into managable units of work. Start with existing automations or tune and build your own.
// how it works

From trigger
to review.

Define the task path, prepare the environment, execute the steps, and hand engineers a review package with evidence.

Trigger
01
Start where work appears
Start from repository events, tickets, alerts, schedules, manual requests, or webhooks. The automation defines the steps, checks, permissions, and review handoff before execution.
Context
02
Gather the engineering reality
Each run works with the repositories, dependencies, services, team rules, documentation, and previous decisions needed for the change.
Execute
03
Run the defined steps
The automation inspects the codebase, applies the upgrade or refactor, runs the relevant checks, and records the decisions made during the run.
Review
04
Review the evidence
When the task clears its gates, the automation prepares the pull request, artifacts, logs, validation output, risk notes, or hold reason.
// solutions

Start with one
high-value automation.

Security
CVE remediation
with review evidence.
Turn advisories into structured tasks: analyze exposure, attempt the patch, validate the result, and open a PR or hold with a clear reason.
Advisory signal Validation PR or hold
→
Modernization
Migration playbooks.
Repeatable tasks.
Convert framework upgrades, deprecated API changes, and frontend slice migrations into automations that gather context, change code, validate, and preserve reviewer evidence.
Context Validation Review
→
Pick the first maintenance task.

Tell us where required change is piling up: security remediation, dependency updates, migrations, CI triage, review, or production issues.

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