Managed vs. BYOS Execution for Coding Agents
Platform & Infrastructure
2 min read
Your backlog fixes itself.
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From backlog to reviewed PR
RepoFixer connects to your GitHub backlog (and Jira, if that's where you track it), runs a coding agent on an isolated server for each ticket, and opens a small pull request. No autonomous merges: an engineer reviews every change.
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From the blog
Engineering writing on backlog automation, dependency maintenance, flaky tests, and agent isolation.
Human-reviewed pull requests
Every change lands as a PR. RepoFixer never merges on its own.
Isolated agent execution
Agents run per-job on isolated infrastructure, not shared workers.
GitHub + Jira workflows
Backlog work starts from GitHub, or your existing Jira queue.
Per-run usage visibility
Token and cost usage is tracked per agent run, not black-boxed.
Meet the RepoFixer team
A small leadership team in Lahore (product, engineering, operations, and brand) shipping backlog automation that engineers can review and trust.
Ahmad RazaAhmad Raza
CEO
Asad AliAsad Ali
CTO
Muhammad HammadMuhammad Hammad
COO
Abdul KhaliqAbdul Khaliq
CMO
Ahmad RazaAhmad Raza
CEO
Asad AliAsad Ali
CTO
Muhammad HammadMuhammad Hammad
COO
Abdul KhaliqAbdul Khaliq
CMO
Ahmad RazaAhmad Raza
CEO
Asad AliAsad Ali
CTO
Muhammad HammadMuhammad Hammad
COO
Abdul KhaliqAbdul Khaliq
CMO
Ahmad RazaAhmad Raza
CEO
Asad AliAsad Ali
CTO
Muhammad HammadMuhammad Hammad
COO
Abdul KhaliqAbdul Khaliq
CMO
Ahmad RazaAhmad Raza
CEO
Asad AliAsad Ali
CTO
Muhammad HammadMuhammad Hammad
COO
Abdul KhaliqAbdul Khaliq
CMO
Ahmad RazaAhmad Raza
CEO
Asad AliAsad Ali
CTO
Muhammad HammadMuhammad Hammad
COO
Abdul KhaliqAbdul Khaliq
CMO
Ahmad RazaAhmad Raza
CEO
Asad AliAsad Ali
CTO
Muhammad HammadMuhammad Hammad
COO
Abdul KhaliqAbdul Khaliq
CMO
Ahmad RazaAhmad Raza
CEO
Asad AliAsad Ali
CTO
Muhammad HammadMuhammad Hammad
COO
Abdul KhaliqAbdul Khaliq
CMO
We build RepoFixer so maintenance work leaves engineers' plates without leaving their trust: small, reviewed PRs, not autonomous merges.
Ahmad RazaAhmad Raza
CEO · RepoFixer
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Google reviewsBacklog work RepoFixer handles today
Dependency updates
Version bumps researched, applied, and tested before they land as a PR.
Flaky test repairs
Intermittent failures investigated and fixed instead of quarantined.
Security hardening
Known vulnerabilities and unsafe patterns addressed directly in code.
General fixes
The everyday backlog tickets that never make it to the top of the sprint.
How RepoFixer works
From a ticket in your backlog to a pull request your team reviews.
Connect GitHub
Connect a repository or org, and sync Jira too if that's where your team already tracks work.
Create or sync a ticket
Point RepoFixer at backlog work: a dependency bump, a flaky test, a security fix, a Jira ticket.
Research & scope
The work is researched and scoped into a plan a coding agent can execute against.
Isolated agent execution
A coding agent runs the change on an isolated server, never with direct database access.
A small PR opens
The change lands as a scoped, reviewable pull request on your repository.
You review and merge
RepoFixer never merges on its own. An engineer reviews the PR like any other.
Trust is structural, not promised
RepoFixer's isolation model is what lets a coding agent work near your repository without your team taking it on faith.
Sandboxed execution
Agent build and deploy work runs inside gVisor-sandboxed containers.
Per-server worker auth
Each worker authenticates with its own bearer token and only talks to RepoFixer's Worker API.
No direct data access
Workers never connect to MongoDB or Redis directly.
Structurally separated auth
Customer accounts and the admin console are isolated at the auth layer.
[ PLATFORM LIFECYCLE ]
Not just a maintenance bot
RepoFixer spans a project's full lifecycle, from intake through ongoing backlog maintenance, not only fixes on an existing repo.
- 1
Intake
A new project starts with intake: capturing what needs to be built before any code is written.
- 2
Planning
Work is researched and scoped into a plan a coding agent can execute against.
- 3
Scaffolding
Initial project structure is generated, informed by Figma where a design is connected.
- 4
Provisioning
A server is provisioned to run the project, managed by RepoFixer or bring-your-own-server.
- 5
Deployment
The project is deployed once provisioning is in place.
- 6
Ongoing maintenance
After launch, backlog work (dependency updates, flaky tests, fixes) keeps moving through the same agent-and-PR workflow.
Verified integrations
RepoFixer connects to GitHub for backlog work and, optionally, Jira for teams that already track tickets there.
See the integrations hub →Plans&Pricing
Trusted by millions, We help teams all around the world, Explore which option is right for you.
We don't believe in talk, we deliver results
See how RepoFixer stacks up against other automated backlog tools.
35%
conversions
competitor 1
25%
conversions
competitor 2
99%
conversions
RepoFixer
37%
conversions
competitor 4
Agents propose. Engineers decide. RepoFixer opens reviewable pull requests; it does not merge them for you.
Frequently asked questions
Real questions engineering teams ask before connecting a repo.
Trusted by the best companies
The world's most ambitious teams build with our platform.
Acme
Nova
Orbit
Pulse
Vertex
Lumen
Helix
Atlas
Acme
Nova
Orbit
Pulse
Vertex
Lumen
Helix
Atlas
Got backlog work piling up? Tell us about your stack and we'll help you get a first run going.
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