A failed release build
Maya Okafor, a mobile lead at Northwind, asked why the last iOS release build failed. Memtro found the build, read its steps in order, and showed her the step that failed with its timings and whether it had test results.
Why did the last iOS release build fail?
Codemagic builds and ships your mobile apps. Memtro reads teams, apps, builds by app, status, workflow, branch or tag with their artifacts and timings, a build's steps, an app's workflows, a team's build usage for a period, and tester groups. When asked and granted, it can start or cancel a build, create, rename or delete a tester group, add testers, and invite someone to the team or revoke an invitation. Starting a build spends build minutes and may publish to the stores. Build scripts, inputs and artifact download links are never read back.
Ask in plain English from chat, your editor, a scheduled job or your own agent. The model picks the right Codemagic tool, reads what it needs, and answers with the source cited.
These tools change something in Codemagic. 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.
Once Codemagic 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.
Why did the last iOS release build fail?
Which builds are running for the mobile app right now?
How many builds did the team run in the last 30 days?
Which workflows does the Android app have?
Start the release workflow on the main branch.
Maya Okafor, a mobile lead at Northwind, asked why the last iOS release build failed. Memtro found the build, read its steps in order, and showed her the step that failed with its timings and whether it had test results.
Dan Fletcher, a developer at Acme Ltd, asked Memtro to cancel a release build he had started from the wrong branch. Memtro cancelled it while it was still queued, so it never published to the App Store.
The teams that lean on Codemagic most, a question each of them asks, and what they connect beside it.
A record in Codemagic 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.
Using something else for the same job, or both? Each connector has its own tools; connect as many as you like.
In Codemagic, open Teams → Personal Account → Integrations → Codemagic API and click Show. The token acts with your role in each team.
In Memtro, open Connections → Codemagic and paste the API token. Add a Default team ID only if you belong to more than one team.
An administrator grants the build, tester and invitation actions by name to the teams that may use them.
Ask why the last iOS release build failed.
Chat in the dashboard, the OpenAI-compatible API, scheduled jobs, and any MCP client: Claude Code, OpenCode, Cursor, Claude Desktop. The Codemagic tools are the same everywhere.
Only when you ask, and only what it has been granted: start a build of an app's workflow on a branch or tag (spends build minutes, may publish); cancel a running or queued build; create a tester group for an app; rename a tester group; delete a tester group; add testers to a tester group by email; invite someone to the team by email, with a team or app role; revoke a pending team invitation. 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.
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.
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.
API token. In Codemagic, open Teams → Personal Account → Integrations → Codemagic API and click Show. The token acts with your role in each team.
Seven-day free trial, then one monthly price per organisation. Connectors, jobs and memory are never metered.
Sign in, add a provider key, create an API key and point your tools at Memtro. It takes about five minutes.
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