A failed nightly build
Maya Okafor, mobile lead at Northwind, asked why the nightly iOS build had failed. Memtro read the build and gave its workflow, branch, commit, abort reason and how long it ran before stopping.
Bitrise + Memtro
Why did last night's iOS build fail, and how many credits did it use?
Bitrise shows you your mobile projects and their repositories, then builds with status, branch, commit, workflow, duration and credits used. Memtro also reads pipelines, the workflows a project has run, build artifacts, pull-request builds waiting for approval, and quarantined tests. When asked and granted, it can start a build or pipeline, rebuild or abort one, and approve or reject a waiting pull-request build. It can also quarantine a flaky test or release one from quarantine. Build logs, secrets and signing files are never read, so Memtro reports an abort reason but not the log behind it.
In Memtro
What you can do with Bitrise in Memtro
Ask in plain English from chat, your editor, a scheduled job or your own agent. The model picks the right Bitrise tool, reads what it needs, and answers with the source cited.
What it does
- 01Lists projects with platform, repository and owner workspace, and builds with status, branch, commit, workflow and timings.
- 02Reads one build in full except its log, with abort reason, machine, stack and credits used.
- 03Lists pipelines with their artifacts, the workflows a project has run, and pull-request builds waiting for approval.
- 04Lists quarantined tests with the branches and workflows each applies to.
- 05When asked and granted, starts, rebuilds or aborts a build or pipeline. Starting and rebuilding spend credits and may deploy if the workflow does.
- 06When asked and granted, approves or rejects a waiting pull-request build, or quarantines a flaky test or releases it.
Acts when asked
When you ask it to
These tools change something in Bitrise. The model is told to use them only when you ask for exactly that, and an administrator grants each one by name to the teams that may use it; a personal connection acts only after its owner allows it.
- 01Start a build or pipeline on a branch, tag, commit, workflow or pipeline (spends credits)
- 02Abort a running build
- 03Rebuild a finished build (spends credits)
- 04Abort a running pipeline
- 05Rebuild a pipeline, whole or from its failed workflows (spends credits)
- 06Approve or reject a pull-request build waiting for approval
- 07Quarantine a flaky test
- 08Release a test from quarantine
In practice
Ask it like you would a colleague
Once Bitrise is connected, these are the kinds of things people ask. Plain questions, no syntax. If the answer lives partly in another system you have connected, Memtro looks there too.
Bitrise + Memtro
Why did last night's iOS build fail?
How many credits did the release workflow use this week?
Which pull-request builds are waiting for approval?
Which tests are in quarantine on the Android app?
Rebuild the last failed build on the main branch.
Quarantining a flaky test
Dan Fletcher, Android engineer at Acme Ltd, asked Memtro to quarantine a login test that kept failing at random. With the action granted, Memtro quarantined it on the project, so its failures stopped failing builds for the whole team.
Teams
Where it fits
The teams that lean on Bitrise most, a question each of them asks, and what they connect beside it.
- EngineeringKeep decisions from evaporatingEngineer, Tech lead, On call, New joiner“Who owns the billing migration, and what did we decide about retries?”Used alongside GitHub, Linear, Jira, Confluence, Slack and 5 more.
- ProductHear what customers actually ask forProduct manager, Researcher, Designer, Head of product“Which customers asked for SSO this quarter, and what is their combined ARR?”Used alongside Help Scout, HubSpot, Linear, Jira, Slack and 6 more.
- Agent buildersMemory and tools for the agents you buildSolo builder, Platform team, Automation engineer, Whoever signs it off“Search memtro for what we know about Acme before drafting the proposal”Used alongside GitHub, Linear and Slack.
Better together
Works with
A record in Bitrise is rarely the whole story. Connect the systems that hold the rest and Memtro checks them together, then remembers what it learned so the next question starts further along.
- Work managementBitrise with JiraJQL search, issue details and projects from Jira Cloud.
- Work managementBitrise with Clio ManageAsk the matter: its client, its fee earner, the time on it and what is still unbilled.
- Work managementBitrise with LinearIssues, projects and teams, synced hourly into memory.
- SupportBitrise with Help ScoutAI that reads your support conversations and cross-references the customer everywhere else.
- SupportBitrise with ZendeskEvery ticket, reply and internal note, ready to be asked about.
- SupportBitrise with IntercomCustomer conversations and the people behind them, in your company memory.
- Documents and wikisBitrise with NotionSearch pages and query databases, and write to them when you ask.
- Documents and wikisBitrise with Google DriveSearch Drive and read Docs, Sheets and Slides as text, and write a Doc when you ask.
- Documents and wikisBitrise with ConfluenceSearch and read wiki pages, and write them when you ask.
Also in Engineering and operations
Using something else for the same job, or both? Each connector has its own tools; connect as many as you like.
- GitHub
- AWS CloudWatch
- Sentry
- ServiceNow
- Okta
- Twilio
- AWS CloudTrail
- GitLab
- Bitbucket
- Vercel
- PagerDuty
- Datadog
- Grafana
- incident.io
- Azure DevOps
- CircleCI
- Cloudflare
- LaunchDarkly
- New Relic
- Rollbar
- Snyk
- Better Stack
- Buildkite
- DigitalOcean
- Heroku
- Netlify
- SonarQube Cloud
- Statuspage
UptimeRobot- Axiom
- BugSnag
- Checkly
- Hetzner Cloud
Honeycomb- Pingdom
- Render
- Statsig
- Sumo Logic
- Supabase
- HCP Terraform
- Vultr
- Airbrake
- Codecov
Cronitor- Dynatrace
FireHydrant- Fly.io
- Honeybadger
- Akamai Linode
- Octopus Deploy
- Pulumi
- Rootly
- Semgrep
- Splunk
StatusCake- Tailscale
- Argo CD
- authentik
- Coolify
- Gitea
GlitchTip
GLPI- Jenkins
Langfuse
LibreNMS- n8n
NetBox- Portainer
- Prefect
Snipe-IT
Woodpecker CI
Zabbix
LangSmith
Helicone- OpenAI (usage and cost)
- Anthropic (usage and cost)
- Algolia
- Flagsmith
- Unleash
GrowthBook
Drata
Intruder
GitGuardian
Secureframe
ilert- KnowBe4
JumpCloud
ConfigCat- Railway
- Fastly
- Postman
- Make
- Braintrust
- OpenRouter
- ElevenLabs
Split- Scaleway
Aikido Security- AssemblyAI
Astronomer- Bamboo
- Baseten
- Bitwarden
- BrowserStack
- bunny.net
- Cachet
- Checkmk
- Civo
- Cloudsmith
- Codacy
- Codemagic
Comet Opik- Coralogix
CrowdStrike Falcon- Dagster+
- DeepSource
Detectify- Docker Hub
Domotz- Grafana OnCall
- Harness
- Hugging Face
- Instatus
- Koyeb
- Lambda Cloud
LambdaTest
LangWatch
LlamaCloud
Logz.io
Lunary- Mezmo
NinjaOne- Nomad
Northflank- Oh Dear
- OVHcloud
Portkey- Probely (Snyk API & Web)
PromptLayer- Proxmox VE
PRTG Network Monitor- Qase
Raygun
Retell AI- Retool
Runpod- SecurityScorecard
- Semaphore CI
Shodan- SigNoz
- Socket
Spike.sh
Squadcast- SwaggerHub
- TeamCity
Tenable- Together AI
- Travis CI
UpGuard
Uptime.com
Vanta- Vapi
- Windmill
Zenduty- OpsLevel
Cortex- Auth0
- Clerk
WorkOS
Kandji
Automox
Huntress- HackerOne
SimpleMDM- AppSignal
Healthchecks.io
Rapid7 InsightVM- 1Password Events
- JFrog Artifactory
- Sauce Labs
Zenhub- Deepgram
- Replicate
Setup
How to connect
Connect withAccess token
- 1
In Bitrise, open Account settings → Security → Personal access tokens → Create token. A Workspace API token with only the role Memtro needs suits a team better.
- 2
Open Connections → Bitrise in Memtro and paste the Access token.
- 3
An administrator grants actions such as start a build or approve a pull-request build by name to the teams that may use them.
- 4
Ask why last night's iOS build failed.
Also works from
Chat in the dashboard, the OpenAI-compatible API, scheduled jobs, and any MCP client: Claude Code, OpenCode, Cursor, Claude Desktop. The Bitrise tools are the same everywhere.
FAQ
Questions
Can Memtro change anything in Bitrise?+
Only when you ask, and only what it has been granted: start a build or pipeline on a branch, tag, commit, workflow or pipeline (spends credits); abort a running build; rebuild a finished build (spends credits); abort a running pipeline; rebuild a pipeline, whole or from its failed workflows (spends credits); approve or reject a pull-request build waiting for approval; quarantine a flaky test; release a test from quarantine. Every other tool reads, searches or lists. The Connections page labels the tools that act, an administrator grants each one by name to the teams that may use it, and a personal connection acts only after its owner allows it.
Who can use a Bitrise connection?+
A personal connection serves only your own requests. A shared connection serves the organisation: everyone, or only the teams an admin chooses. Admins can always add shared connections; other members need the permission.
Does Memtro store my Bitrise data?+
Credentials are encrypted at rest. Tool results are cached briefly so agent loops do not repeat identical calls, and the facts the model extracts are saved to your organisation's memory with provenance (system, record and link) so they can be checked and superseded.
How do I connect Bitrise?+
Access token. In Bitrise, open Account settings → Security → Personal access tokens → Create token. A Workspace API token with only the role Memtro needs suits a team better.
Connect Bitrise in a few minutes
Seven-day free trial, then one monthly price per organisation. Connectors, jobs and memory are never metered.