Build an AI Engineering Team — Production-Grade Automations, Faster Than You Ship Code
DeskFerry helps you and your team build AI agents across engineering — from bug triage, release notes, docs upkeep, on-call context, and more.
New bug report
moving through your team
Issue Triage · Labels, prioritizes, and routes every new bug or request.
Works with your stack
What you can build
Connects to 1,500+ apps
Bug triage
4 toolsTriage incoming issues automatically.
- Reproduce from the report
- Label severity and assign
- Attach logs and likely cause
- Post a summary to the team
Automate the work between the work
Bug Triage & Routing
Agents read new issues, reproduce where they can, label severity, and route to the right owner with logs and a suspected root cause attached.
Release & Deploy Automation
Cut release notes from merged PRs, run the checklist, and post status to Slack — agents handle the choreography around every deploy.
Docs That Stay Current
When code or APIs change, agents update the docs, examples, and changelog so your references never drift from reality.
On-Call Copilot
When an alert fires, agents gather logs, dashboards, and recent changes, then draft an incident summary for the on-call engineer.
Code Review Assist
Agents do the first pass — style, obvious bugs, missing tests — so human reviewers focus on architecture and intent.
Backlog & Sprint Hygiene
Keep Jira and Linear tidy: agents dedupe issues, chase stale tickets, and draft sprint summaries from activity.
How it works
Connect your tools
Plug in the apps your team already uses — 1,500+ integrations, no code and no migration.
Describe what you need
Tell DeskFerry the outcome in plain English. Agents plan the steps and do the work across your tools.
Get results where you work
Results land in Slack, your inbox, or your dashboard — on a schedule or the moment something happens.
Slack
Posted to your channel
Sent to your inbox
Dashboard
Updated live
What makes these agents smart
Works with your dev stack
GitHub, GitLab, Jira, Linear, Slack, PagerDuty, Sentry, and your CI/CD — no rip-and-replace.
Code and no-code
Builders configure agents visually; engineers drop into code when a step needs custom logic.
Human-in-the-loop by default
Gate deploys, merges, and other risky actions behind an approval step.
Reasoning you can inspect
See each agent's steps and decisions, not just the final output.
Your code stays private
Used only to run your workflows — never to train public models.
Full audit trail
Every action logged with its inputs and outputs for review.
End-to-end workflows your agents can run
New bug report → triaged and assigned
A customer files a bug in your issue tracker.
Agent reads the report and tries to reproduce it from the steps given.
Pulls related logs and recent changes that could be the cause.
Labels severity and assigns the likely owner with a suspected root cause.
Posts a summary to the team channel and links the evidence.
Engineers open a ticket that's already triaged, reproduced, and pointed at a probable cause.
PR merged → release notes and docs updated
A pull request merges to main.
Agent summarizes the change into human-readable release notes.
Updates affected docs, examples, and the changelog.
Posts the notes to Slack and drafts the customer-facing update.
Flags anything that needs a human's eyes before publish.
Release notes and docs ship with the code instead of days later.
An engineering team of agents handling the glue work
Triage, diagnose, draft, and release — a relay that runs the work between the work.
Issue Triage
Labels, prioritizes, and routes every new bug or request.
Repro & Diagnose
Reproduces the issue and points to a likely root cause with logs.
Fix Drafter
Drafts the change or a first-pass PR for an engineer to review.
Release Agent
Cuts release notes, updates docs, and posts status on merge.
Talk to your agents from the tools you already use
Slack
Mention @deskferry in any channel to kick off work or get answers.
Microsoft Teams
Chat with your agents right inside Teams.
Forward an email and let an agent take it from there.
Message your agents on the go and get updates back.
@deskferry triage new bugs and draft release notes for today's merges
On it — pulling new leads, enriching them, and drafting follow-ups now. I'll post the drafts here for your review. ✅
Your AI team never sleeps
Agents run on a schedule or fire on triggers — no one has to kick them off.
Every morning
Kick off daily briefings, reports, and triage before you log on.
Hourly
Watch for new leads, tickets, or events and act the moment they land.
Weekly
Run recurring reports, reviews, and clean-up on a set cadence.
On triggers
Fire instantly when a record changes, a form is filled, or a message arrives.
Share agents with your team — with the right permissions
Build an agent once, then let the whole team run it. You decide who can change what.
Admin
Create agents, manage connections and billing, and set permissions for everyone.
Editor
Build and edit shared agents and workflows for the whole team.
Viewer
Run approved agents and see results — without changing how they work.
Built to handle your business data responsibly
Encrypted by default
Data and credentials are encrypted in transit and at rest.
Role-based access
Decide who can build, run, and view each agent.
Your data stays yours
Used only to run your workflows — yours to export or delete anytime.
Scoped connections
Connect apps with least-privilege access and revoke them anytime.
Activity history
See a clear record of what each agent did, and when.
Guardrails & approvals
Add human approvals and limits on sensitive actions.
Built for lean teams
Teams ship faster with DeskFerry.
More leads qualified per week
“We replaced 4 hours of daily manual lead sorting with an DeskFerry agent. It qualifies leads, updates our CRM, and routes hot prospects to sales — all on autopilot.”
Founder, BigMediaAI
Reduction in response time
“Our support team was drowning in tickets. Now our AI agent handles tier-1 queries instantly and escalates the rest. Customers get answers in seconds, not hours.”
Customer Success Lead, Bidanno
Saved per week on operations
“I'm a one-person ops team. DeskFerry handles invoice follow-ups, data entry, and weekly reports for me. It's like having an assistant that never sleeps.”
Operations Manager, Agency
Frequently Asked Questions
Answers to common questions about automating with DeskFerry. If you have any other questions, please don't hesitate to contact us.
Is DeskFerry only for non-technical users?
No. DeskFerry is no-code by default so anyone can build agents, but engineers can drop into code whenever a step needs custom logic. You get the speed of no-code with an escape hatch when you need it.
Which engineering tools does DeskFerry integrate with?
GitHub, GitLab, Jira, Linear, Slack, PagerDuty, Sentry, and your CI/CD, plus 1,500+ other apps. If your internal tool has an API, agents can use it too.
How do you keep risky actions safe?
Add human-in-the-loop approvals for deploys, merges, and anything sensitive. Agents pause for sign-off and only act within the permissions you grant, and every action is logged.
Will agents see our source code?
Only what you connect them to, with least-privilege access you can revoke anytime. Your code is used solely to run your workflows and is never used to train public models.
How fast can we get value?
Most engineering teams have their first agent — usually bug triage or release notes — running the same day, then expand from there.
Give your engineers their focus time back
Let an AI team handle triage, releases, and docs while your engineers build.
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