The stuck PR
A developer asks why PR 412 has not merged. Memtro reads the reviewers' votes, the unresolved comment threads with file and line, and the failed build on the branch, then says who is waiting on whom.
Azure DevOps + Memtro
Work items, pull requests and builds from Azure DevOps, remembered alongside the rest.
Connect Azure DevOps Services with an organisation-scoped personal access token and Memtro lists projects and repositories, reads pull requests with votes and comment threads, finds work items by filter or WIQL, and sees builds. The hourly sync writes each changed work item into memory. When you ask, and once an administrator has granted the action by name, it can create, update, comment on or delete work items, open, vote on, comment on and complete pull requests, and run pipelines or cancel builds. Completing a pull request merges it for good, and a pipeline run spends pipeline minutes.
In Memtro
What you can do with Azure DevOps in Memtro
Ask in plain English from chat, your editor, a scheduled job or your own agent. The model picks the right Azure DevOps tool, reads what it needs, and answers with the source cited.
What it does
- 01Pull requests by status, target branch, author or date, with reviewers' votes, comment threads and linked work items
- 02Work items by title, type, state, assignee, iteration or area, or a full WIQL query, up to 200
- 03One work item in full: description, acceptance criteria or repro steps, links and the latest 30 comments
- 04Builds by pipeline, branch, status, result and date, counted by outcome, plus the pipelines themselves
- 05When asked and granted, creates, updates and comments on work items, notifying followers, and deletes one to the recycle bin
- 06When asked and granted, opens pull requests, votes, comments, abandons or completes them, which merges into the target branch and cannot be undone here, and runs pipelines or cancels builds
Acts when asked
When you ask it to
These tools change something in Azure DevOps. 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.
- 01Add a comment to a work item's discussion
- 02Create a work item (bug, task, user story...) with title, description, assignee, priority, area, iteration and tags
- 03Change a work item's title, state, assignee, priority, area, iteration, tags or description
- 04Delete a work item to the recycle bin
- 05Open a pull request from one branch into another
- 06Approve, reject or otherwise vote on a pull request as the token's owner
- 07Start a comment thread on a pull request, on the whole change or a line of a file
- 08Retitle, redescribe, abandon or reactivate a pull request
- 09Complete (merge) a pull request
- 10Run a pipeline on a named branch
- 11Cancel a running build
Events
When it happens
Turn events on in the connection's Events tab on the Connections page, then add the address it shows as a webhook in Azure DevOps, choosing the same kinds; the tab shows Azure DevOps's own steps. Each event can start a job, with the event as its input. Azure DevOps sends a secret with every delivery, and one without it is refused.
Events and webhooks- 01A build completed
- 02Code was pushed
- 03A pull request was created
- 04A pull request was updated
- 05A pull request merge was attempted
- 06A pull request was commented on
- 07A work item was created
- 08A work item was updated
- 09A work item was commented on
- 10A work item was deleted
- 11A work item was restored
- 12Code was checked in (TFVC)
- 13A pipeline run changed state
- 14A pipeline run stage changed state
- 15A pipeline stage is waiting for approval
- 16A pipeline stage approval completed
- 17A release was created
- 18A release deployment completed
- 19A release deployment is waiting for approval
In practice
Ask it like you would a colleague
Once Azure DevOps 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.
Azure DevOps + Memtro
Which pull requests into main are waiting for a reviewer vote?
What did reviewers say on PR 412 in the web-platform repo?
Show me the open bugs in Sprint 42 assigned to Priya Sharma
Did any builds fail on main today, and which pipeline?
Add a comment to work item 8831 saying the fix shipped in release 3.14
Closing the loop
Priya Sharma at Globex ships the login fix and asks Memtro to resolve bug 8831 and note the release. Memtro sets the work item's state to Resolved and comments that the fix went out in release 3.14 under her token's name, and Azure DevOps notifies the item's followers.
Teams
Where it fits
The teams that lean on Azure DevOps 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 Azure DevOps 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 managementAzure DevOps with JiraJQL search, issue details and projects from Jira Cloud.
- Work managementAzure DevOps with Clio ManageAsk the matter: its client, its fee earner, the time on it and what is still unbilled.
- Work managementAzure DevOps with LinearIssues, projects and teams, synced hourly into memory.
- SupportAzure DevOps with Help ScoutAI that reads your support conversations and cross-references the customer everywhere else.
- SupportAzure DevOps with ZendeskEvery ticket, reply and internal note, ready to be asked about.
- SupportAzure DevOps with IntercomCustomer conversations and the people behind them, in your company memory.
- Documents and wikisAzure DevOps with NotionSearch pages and query databases, and write to them when you ask.
- Documents and wikisAzure DevOps with Google DriveSearch Drive and read Docs, Sheets and Slides as text, and write a Doc when you ask.
- Documents and wikisAzure DevOps 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
- 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
- Bitrise
- 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 withOrganization and personal access token
- 1
In Azure DevOps open User settings (top right) → Personal access tokens → New Token, scoped to this organisation with an expiry. Global PATs are being retired
- 2
Tick Project and Team (Read), Code (Read), Build (Read) and Work Items (Read & write, or Read if you want no work item action). For the pull request actions use Code (Read & write) and User Profile (Read), and Build (Read & execute) to run pipelines
- 3
In Memtro open Connections → Azure DevOps, paste the Personal access token with the Organization name (dev.azure.com/acme → acme), and optionally set a Default project to scope questions and the sync
- 4
Ask what is assigned to you this sprint
Also works from
Chat in the dashboard, the OpenAI-compatible API, scheduled jobs, and any MCP client: Claude Code, OpenCode, Cursor, Claude Desktop. The Azure DevOps tools are the same everywhere.
FAQ
Questions
Can Memtro change anything in Azure DevOps?+
Only when you ask, and only what it has been granted: add a comment to a work item's discussion; create a work item (bug, task, user story...) with title, description, assignee, priority, area, iteration and tags; change a work item's title, state, assignee, priority, area, iteration, tags or description; delete a work item to the recycle bin; open a pull request from one branch into another; approve, reject or otherwise vote on a pull request as the token's owner; start a comment thread on a pull request, on the whole change or a line of a file; retitle, redescribe, abandon or reactivate a pull request; complete (merge) a pull request; run a pipeline on a named branch; cancel a running build. 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 Azure DevOps 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 Azure DevOps 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. An hourly sync anchors recently changed Azure DevOps records into memory as entities.
How do I connect Azure DevOps?+
Organization and personal access token. In Azure DevOps open User settings (top right) → Personal access tokens → New Token, scoped to this organisation with an expiry. Global PATs are being retired.
Can Azure DevOps start a job?+
Yes. Turn events on in the connection's Events tab on the Connections page, then add the address it shows as a webhook in Azure DevOps, choosing the same kinds; the tab shows Azure DevOps's own steps. A job set to start "When an event arrives" then runs once for each matching event, with the event as its input. The run treats the event as outside data, never as instructions, and anything the run remembers is kept as unverified.
Connect Azure DevOps in a few minutes
Seven-day free trial, then one monthly price per organisation. Connectors, jobs and memory are never metered.