Smarter Document Review for Gitea Teams
Turn Document Review into a background job. DeskFerry agents use Gitea to execute on your behalf, 24/7.
MSA reviewed. 4 deviations flagged · summary in the legal queue:
Customer
“Pls review attached MSA before Thursday — same terms as last time except we tightened the indemnity clause and added a data-residency requirement.”
Agent draft · in your tone
Reviewed. Three substantive changes vs. our template: (1) indemnity cap raised to 2× fees — recommend pushing back to 1×; (2) EU data-residency clause is acceptable; (3) auto-renewal language is one-sided — proposed redline attached.
How does Gitea work for Document Review automation?
Gitea works for Document Review automation by powering a DeskFerry agent that runs the workflow end-to-end inside your existing tools — no code, no custom build.
- 01
Trigger fires
The agent connects to Gitea alongside the other apps your team already uses, watches for the triggers that matter for Document Review, and takes the next step on its own while keeping a complete audit trail for review.
- 02
Read the inbound MSA from Northwave with @Gitea
AI analyzes contracts and documents in minutes instead of hours, surfacing key clauses and risks.
- 03
Flag deviations from our standard terms
Teams typically see hours → Minutes with flags for attorney attention once the agent is in production.
- 04
Draft a redline
You stay in control: every action is logged, confidence thresholds are configurable, and anything ambiguous is queued for a human instead of being silently auto-completed.
- 05
You approve
Anything under your confidence bar waits for a human.
How you tell it what to do
Built in plain English.
You write the rule the way you'd describe it to a teammate. The agent reads the rule, breaks it into the actions it'll take, and confirms the apps it'll touch — before it does anything.
- 1Read the inbound MSA from Northwave with @Gitea
- 2Flag deviations from our standard terms
- 3Draft a redline
How it connects
Connect Gitea. The agent does the rest.
Claude and ChatGPT are already running on our side. You connect Gitea with one click, and document review runs inside it.
Claude and ChatGPT run on our keys. Nothing for you to configure.
- GiteaConnect
Runs on your data, in your apps.
Nothing to deploy. Nothing to maintain.
Actions
What Gitea + DeskFerry can do
Real Gitea actions your AI agent can perform automatically — no manual work required.
Create issues from alerts
Automatically open issues in Gitea when monitoring systems detect errors, outages, or performance regressions.
Manage pull requests
Post review reminders, enforce labeling conventions, and auto-merge approved pull requests in Gitea.
Trigger CI/CD pipelines
Kick off build and deployment pipelines in Gitea when code is pushed or a pull request is merged.
Track release milestones
Update milestone progress in Gitea as issues are closed and pull requests are merged toward a release.
Sync project boards
Keep issue status and priority in Gitea aligned with your project management tool in real-time.
Generate changelogs
Compile merged pull requests and closed issues from Gitea into formatted release notes automatically.
Assign reviewers automatically
Route new pull requests in Gitea to the appropriate code reviewers based on file ownership and team rules.
Monitor repository activity
Watch for commits, branch creations, and tag events in Gitea and notify the team of significant changes.
Reviewed. Three substantive changes vs. our template: (1) indemnity cap raised to 2× fees — recommend pushing back to 1×; (2) EU data-residency clause is acceptable; (3) auto-renewal language is one-sided — proposed redline attached.
Customer reports a duplicate charge; refund queued, awaiting confirmation.
Customer asking what's included on the Growth plan vs. Pro.
Human in the loop
Approve before it sends.
Every draft lands in a review queue. You approve, edit, or reject — the agent never acts on its own unless you explicitly turn that on for a workflow you trust.
Governance
Every action, with the reasoning attached.
Each step the agent takes is logged with what it did, why it did it, and which app it touched. Audit-ready, so security and compliance can sign off without backfilling.
- Northwave Procurement9:14 AM
Customer marked the resolution as helpful.
- Agent9:12 AM
Sent reply on ticket Doc · Northwave-MSA-v3.
Reason: Confidence above auto-send threshold; voice match passed; SLA at-risk.
- Agent9:11 AM
Drafted reply in your team's voice.
- Agent9:10 AM
Pulled customer plan, prior tickets, and account context.
- Agent9:09 AM
Triaged Doc · Northwave-MSA-v3 as the matching topic.
How it works
Get started in three steps
Step 01
Connect Gitea
Authorize Gitea and DeskFerry hooks into your issues, repos, and deployment pipelines.
Step 02
Configure Dev Workflows
Define triggers for Gitea events — new issues, PR merges, build failures — and the AI actions to take.
Step 03
Ship Faster with Less Toil
AI automates the tedious parts of your Gitea workflow. Track issues triaged, alerts handled, and developer time saved.
Start automating Document Review for Gitea
7-day free trial. Works with the tools you already use.
FAQ
Frequently asked questions
Can I test Document Review automation with Gitea before going live?
Yes. You can run Document Review workflows in test mode using sample Gitea data before activating on live records. This lets you verify every Document Review rule works correctly with your Gitea setup before processing real data.
How long does it take to set up Document Review automation with Gitea?
Most users connect Gitea and launch their first Document Review automation within 10 minutes. The guided wizard handles OAuth authorization, and you configure Document Review-specific rules through a visual no-code builder.
How does Gitea data stay secure during Document Review automation?
All data exchanged between Gitea and DeskFerry during Document Review processing is encrypted in transit and at rest. We use OAuth tokens for Gitea access, never store raw credentials, and maintain full audit logs of every Document Review action.
What reporting does DeskFerry provide for Document Review tasks processed through Gitea?
The dashboard shows Document Review-specific metrics for your Gitea integration — tasks processed, average handling time, success rates, and escalation frequency. You can track how Gitea-triggered Document Review workflows perform over time.
What types of documents can the Document Review agent review for Gitea?
The agent reviews contracts, leases, policies, regulatory filings, and the gitea-specific documents your team handles daily — extracting key clauses, flagging non-standard terms, and surfacing risks against your standards library.
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