Octo for integration and delivery · deploy arm

Released means what the server is actually serving.

DORA moved from four to five software delivery metrics and warns that increasing deploy frequency without improving process and architecture tends to increase failures. Octo's deploy arm works at this step: it checks that the branch is complete, simulates the merge, verifies the migration order and, after the release, checks the content served, not the command's "success". Nothing goes to production without the approval of whoever is in charge.

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ArmDeployworks at this step

DORA5 metricsof software delivery

Sources7listed at the end of the page

What Octo does in delivery.

Four possible deliverables. Authorizing the release and merging belong to the tech lead.

Complete branch

Checks that all of the task's commits are on the branch and simulates the merge on a temporary branch before anyone releases.

Deliverable: list of commits and the simulation result

Migration order

Verifies that the migration ships before the code that depends on it, with the rollback ready.

Deliverable: release order for approval

Content check

After the release, it opens what the server delivers and checks the content, because the push command doesn't prove the server pulled the change.

Deliverable: check of what is live

The five metrics

Can track the team's five DORA delivery metrics: change lead time, deployment frequency, failed deployment recovery time, change fail rate and deployment rework rate.

Deliverable: team metrics dashboard

Eight arms, one verified release.

The same Octo cycle, applied to this step. Each arm has a narrow role; your company's tech lead is in charge and approves.

Discovery
Knows the path

How the system gets to production today: server, branch, command, who releases.
Data
Orders the database

Migration before code, with the rollback ready.
Security
Checks what ships

No secrets and no internal files in what is about to be released.
Architecture
Plans the rollback

The plan already says how to roll back if the release fails.
Development
Delivers the branch

Small commits, each with its reason and the task reference.
Review
Clears for release

Only after the review is finished.
Release
Publishes with your OK

Simulates the merge, waits for approval from whoever is in charge and checks the content served.
Documentation
Records the release

What shipped, when and how it was verified.

Octo prepares and checks; authorizing the release, merging into the protected branch, choosing the window and the rollback, and being accountable for the system in production belong to the tech lead.

The five delivery metrics.

DORA's current model, with five metrics. The DORA guide remains the reference.

DORA metric	Group	What it measures
Change lead time	Throughput	From commit to production
Deployment frequency	Throughput	How often the team releases
Failed deployment recovery time	Throughput	How long it takes to get back to normal
Change fail rate	Instability	How many deployments cause a failure
Deployment rework rate	Instability	Unplanned deployments caused by a production incident

From request to routine.

Three steps. Each one only makes sense once the previous one has shown results on your team.

A proposal, not a promise

1 Today

Verified release

Every release now has a simulated merge and a content check.

Complete branch
Simulated merge
Served content verified

Benefit: released now means live

2 Next

Branch rule

The production branch now requires review and checks before merge.

Required checks
Required approval

Benefit: the rule holds even in a rush

3 Later

Team metrics

The five metrics are tracked together with the tech lead.

Throughput and instability
Small batches

Benefit: the team sees whether delivery is improving

Confirmed by source.

Each point below has a source published by the organization responsible for the standard, the specification or the tool, or in Brazilian federal law. The sources are in the next section.

points with a published source, each with its reference alongside.

ConfirmedFive metrics: DORA moved from the original four metrics to the current five-metric model. The throughput metrics are change lead time, deployment frequency and failed deployment recovery time.Source: DORA, metrics guide (updated January 5, 2026)
ConfirmedInstability: The instability metrics are change fail rate and deployment rework rate, the share of unplanned deployments that happen because of a production incident.Source: DORA, metrics guide
ConfirmedContinuous delivery: Continuous delivery is the ability to release changes of all kinds on demand, quickly, safely and sustainably.Source: DORA, continuous delivery
ConfirmedFrequency without a foundation: Increasing deployment frequency without improving processes and architecture is among the common mistakes DORA points out.Source: DORA, continuous delivery
ConfirmedTrunk: Trunk-based development calls for no more than three active branches in the repository and integration into trunk at least once a day.Source: DORA, trunk-based development
ConfirmedAI and delivery, 2024: The 2024 DORA report finds that AI adoption increases individual productivity but hurts delivery stability and throughput; small batches and robust testing remain crucial.Source: DORA, 2024 report
ConfirmedAI as an amplifier, 2025: The 2025 DORA report says AI's primary role is as an amplifier, magnifying the strengths and weaknesses an organization already has.Source: DORA, 2025 report
ConfirmedChecks before merge: A protected branch on GitHub can require all status checks to pass before merging.Source: GitHub, protected branches

What Octo does and what stays with you.

Octo prepares everything, but does not sign. The document of record stays with whoever is accountable for it.

Octo prepares

Maps, plans, codes on the task branch, reviews with evidence and prepares the release: plans, code, reviews, security reports and the system dossier.

Deliverable: material ready for review

Your team reviews

Whoever is in charge is the company's tech lead or senior developer: they approve the plan, review the PR and merge it. Nothing goes to production without their approval.

Step: approval by whoever is in charge

Who signs and is accountable

Octo does not sign and is not accountable for the system. The tech lead accepts the risk and is accountable for the system in production; a security report or opinion is signed by a professional at the company.

Accountable: the company's tech lead

Sources.

DORA and GitHub documentation. Accessed October 31, 2026.

DORA: delivery metricsThe five metrics
DORA: continuous deliveryDefinition and common mistakes
DORA: trunk-based developmentActive branches and daily integration
DORA: 2024 reportAI, stability and throughput
DORA: 2025 reportAI as an amplifier
DORA: code maintainabilityTrace the deploy back to the version of each dependency
GitHub: protected branchesApprovals and checks required before merge

Released means live.

The assessment starts with the release path you already have, without changing anything. You get what can be verified and decide with it in hand.

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