codecargo.comMigration Assistant

Migrate Jenkins and Azure DevOps Pipelines
to GitHub Actions—in Weeks, Not Quarters

CodeCargo translates hundreds of pipelines in parallel and applies your security and compliance standards from day one—so leadership sees real progress instead of a stalled project.

10×

Faster than manual conversion

Hundreds

Pipelines translated in parallel

Weeks

To migrate, not quarters

Day 1

Compliance and security applied

The Problem

Manual Migrations Take Years

One Pipeline at a Time

Engineers rewrite Jenkins jobs and Azure DevOps Pipelines by hand—serial work that scales linearly with headcount and stretches into quarters.

Bespoke, Brittle, Inconsistent

Every team translates differently. Steps get lost, security shortcuts creep in, and the long tail of pipelines never gets migrated at all.

No Status, No Sponsorship

Without a clear view across the estate, leadership can’t see progress. Migrations stall and sponsorship erodes before the work is done.

The Solution

Hundreds of Pipelines, Migrated in Parallel

Migration Engine

Parallel, Automated Translation

CodeCargo translates Jenkins jobs and Azure DevOps Pipelines into GitHub Actions—in parallel across the estate. Weeks of hand-conversion finish in hours.

Compliance Engine

Standards Applied Up Front

Every migrated workflow is pinned, validated, and scored against your compliance rules before it merges. No retroactive remediation later.

Migration Dashboard

Org-Wide Progress in One View

A real-time dashboard shows progress by source platform, team, and repository—so leadership always knows how fast the migration is moving.

Supported Source Platforms

Jenkins

Jobs, pipelines, shared libraries, credentials, and plugins.

Azure DevOps Pipelines

Classic builds, classic releases, and YAML pipelines.

Everything the Migration Assistant Handles

Capability	What It Does	What You Get
Pipeline Discovery	Imports your full Jenkins or Azure DevOps inventory	A complete catalog of every job, pipeline, library, and credential
Automated Translation	Converts source pipelines into GitHub Actions workflows	Workflows that preserve secrets, environments, and conditional logic
Parallel Migration	Translates hundreds of pipelines at the same time	The long tail finishes in days, not quarters
Pre-Merge Compliance	Scores every generated workflow against your policies	Security pinning, audit trails, and SOC 2 / ISO 27001 readiness
Credential & Secret Mapping	Maps legacy credentials onto GitHub Actions secrets	No hand-rewriting of secret references across hundreds of jobs
Migration Dashboard	Tracks progress by source platform, team, and repository	Exec-ready reporting and blocker surfacing in real time

From First Import to Migrated—in Weeks

Connect & Inventory

Day 1

Connect to Jenkins or Azure DevOps and import your full pipeline catalog.

Define Mappings

Days

Map credentials and shared libraries once—every translation reuses them.

Translate in Parallel

Weeks

Hundreds of compliant workflows generated at the same time, pinned and validated.

Track to Completion

Continuous

Dashboards show real-time progress across teams, platforms, and repositories.

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Migration Assistant in Action

Migration Dashboard

Real-time progress by source platform

Every Jenkins job and Azure DevOps Pipeline shows up in a single view. Leadership gets exec-ready reporting; platform teams see the next blocker.

Source breakdown across Jenkins and Azure DevOps Pipelines
Migration velocity tracked week over week
Per-team and per-repository drill-downs to surface blockers
Status views for what’s done, in progress, and on hold

Migration Dashboard

Pipelines

Migrated

Repositories

Completion

Migration by Source

6 platforms

✓Jenkins0/198

→GitLab CI0/104

→Azure DevOps0/76

→CircleCI0/45

⏸Bamboo0/22

→Bitbucket0/30

Migration Activity

+23% this week

Wk 1

Wk 3

Wk 5

Wk 7

Migration PR Activity

Open PRs

Merged

In Review

Pass Rate

Recent Migration PRs0 of 9

✓acme/api-serviceJenkinsMerged2h

⏳acme/web-frontendGitLab CIIn Review4h

✓acme/auth-serviceCircleCIMerged6h

⚠acme/payments-apiJenkinsFailing8h

⏳acme/notificationsAzure DevOpsIn Review1d

✓acme/data-pipelineJenkinsMerged1d

·acme/billingBambooQueued2d

✓acme/inventoryGitLab CIMerged2d

⏳acme/checkoutCircleCIIn Review3d

Migration Velocity+8x

Last 8 weeks · PRs merged

Platform Progress

Jenkins

GitLab CI

CircleCI

Azure DevOps

Bamboo

Migration Activity

Every migrated workflow, end-to-end

Track each generated workflow from import to merge. Compliance is evaluated on the way in, so policy violations never reach main.

Source platform tag on every entity (Jenkins, Azure DevOps)
Validation results visible alongside each migrated workflow
Pass-rate and merge velocity tracked across the organization
Automatic re-runs when mappings or compliance rules update

Under the Hood

Agentic orchestration—with deterministic outputs

Most AI tools hand you whatever a single model happens to produce. CodeCargo runs a pipeline of specialized agents inside deterministic guardrails—so the same input always produces the same workflow, pinned and validated before you ever see it.

Agent

Discovery

Catalogs your CI/CD estate

›

Operator

Mapping

You define the contract

›

Agent

Translation

Generates the workflow

›

Agent

Validation

Lints, pins, scores compliance

Same input, same output

Mappings are the contract. The same source pipeline produces the same workflow every time—no LLM roulette.

Hard guardrails, not soft prompts

Security pinning, allowed actions, and compliance rules are enforced as gates—not suggestions agents can skip.

Verified before delivery

Every generated workflow is linted, pinned, and scored against your policies. Failures never reach your repos.

Why This Approach

How a CodeCargo migration compares

Manual migration

CodeCargo Migration Assistant

One pipeline at a time, in serial

Hundreds of pipelines translated in parallel

Engineers rewrite each pipeline by hand

Pipelines are imported and translated automatically

Security shortcuts and missed steps creep in

Compliance and security pinning applied to every workflow

Status lives in spreadsheets that drift weekly

A real-time dashboard leadership can trust

You inherit years of pipeline tech debt

Modernize while you migrate, not after

Migrate Jenkins and Azure DevOps Pipelinesto GitHub Actions—in Weeks, Not Quarters

Manual Migrations Take Years

Hundreds of Pipelines, Migrated in Parallel

Supported Source Platforms

Everything the Migration Assistant Handles

From First Import to Migrated—in Weeks

Real-time progress by source platform

Every migrated workflow, end-to-end

Agentic orchestration—with deterministic outputs

How a CodeCargo migration compares

Migrate Jenkins and Azure DevOps Pipelines
to GitHub Actions—in Weeks, Not Quarters