Engineering
An engineering team that clears your backlog
Frontend, backend, QA and DevOps engineers pick up the tasks your team never gets to, change the code in a fresh copy of your repository, run it, and open a pull request to the branch you choose. Before you see it, an independent Reviewer has already tested it. You read, and you merge.
Add saved carts for signed-in shoppers
Pull request #128 opened
+412
lines added
9
files
14
new tests
Reviewer: approved
ran it, didn’t trust it- $ pnpm test✓ 218 passed
- $ pnpm typecheck✓ 0 errors
- $ pnpm lint✓ clean
Sound familiar?
Today, without it
- Bugs and small features wait weeks behind the roadmap
- Hiring the next engineer takes months and a recruiter’s fee
- Senior engineers spend their afternoons reviewing trivial changes
- Tests and dependency upgrades are always “next sprint”
- Nobody quite knows what changed or why
With your Neeurn team
- Small tasks come back as pull requests in minutes
- Add an engineer — or five — the day you need them
- Every pull request is already tested by an independent Reviewer
- A QA Engineer and a DevOps Engineer who actually do the chores
- Every task carries a summary, the review and a full run log
What happens to a task
- 1
Picked up from your board
A task in the built-in board, Linear, Jira or GitHub Issues — assigned to an engineer, or picked by label.
- 2
Planned, if you want
The Planner writes an implementation brief first; every file it names is checked against the real repository.
- 3
Built in a sandbox
A throwaway container with your repo at the right base branch. Dependencies are cached while your lockfile is unchanged.
- 4
Pushed by the system, not the agent
The agent can’t push. When it’s done, Neeurn pushes its branch — never to your default branch — and opens the pull request.
- 5
Reviewed independently
The Reviewer inspects the change and runs your tests in its own sandbox. Every command it ran is recorded with its verdict.
- 6
You merge
The task updates on your board with the pull request, the review and a summary. Merge when you’re happy.
To do 2
WEB-214
Guest checkout email capture
Backend Engineer
MKT-31
Launch post: saved carts
Content Writer
In progress 2
WEB-212
Saved carts for signed-in shoppers
Frontend Engineer
WEB-209
Flaky payment webhook test
QA Engineer
In review 1
WEB-207
Rate-limit the search API
Reviewer
Done 1
WEB-201
Order history pagination
Merged by you
Works the way your team does
Your branches, your rules, your order of work.
- Base branch and branch name per task type — “features from develop as feature/{title}”
- Blocked tasks wait for the task they depend on and build on its branch; merges retarget the rest
- Several tasks of one run at once, up to your plan’s limit
- Reference code and links you attach; web research only if you switch it on
Built to be reliable
A reviewer that doesn’t trust
The verdict comes from what the tests actually did — recorded by the system — not from what the model says it did.
Project memory
Past tasks, review findings and merged pull requests are remembered; the next task gets what’s relevant, with sources.
Resumes after crashes
If a run is interrupted, it continues at the task it was on instead of starting over.
Fair capacity
Work queues fairly across people and roles, so one big run never starves everyone else.
Limits per task
Each task has a time, turn and cost limit; your organization has a monthly budget on top.
Any stack
If it builds in a container, the team can work on it — web apps, APIs, services, scripts.
The experts on this team
Each one ships with the skills of the job — and you can add your own.
Software Engineer
Implements a task in your repositories and opens a pull request.
Hands youA pull request with a summary of what changed and why
- Full-stack judgment
- Debugging
- Dependencies and upgrades
- Code quality
Frontend Engineer
Builds interfaces that are fast, accessible and pleasant to use.
Hands youUI changes that pass accessibility and performance checks
- Accessibility (WCAG 2.2 AA)
- Core Web Vitals
- Components, state and data
- UI testing
Backend Engineer
Builds APIs and data layers that are correct, secure and hold up under load.
Hands youAPIs, migrations and services — with tests
- API design
- Data modelling and migrations
- OWASP Top 10:2025
- Reliability and observability
QA Engineer
Finds what breaks before your users do — and keeps it fixed.
Hands youRegression tests and a quality report
- Risk-based test strategy
- ISTQB test design
- Bug reproduction
- Reliable automated tests
DevOps Engineer
Pipelines, containers and infrastructure as code.
Hands youCI/CD, Dockerfiles and infrastructure changes as pull requests
- CI/CD pipelines
- Supply-chain security
- Containers
- Infrastructure as code
Planner
Reads the code and writes the plan before anyone builds.
Hands youAn implementation brief, every file checked against the code
- A brief an engineer can follow
- Sizing and splitting
Reviewer
An independent second pair of eyes — it tests, it does not trust.
Hands youA verdict backed by the tests it actually ran
- What to look for, in order
- Evidence over opinion
CTO
Sets technical direction and puts the right engineer on each task.
Hands youArchitecture decisions, and engineers assigned to your tasks
- System architecture
- Build vs buy
- Tech debt and risk triage
- Architecture decision records
What this would cost to staff
Two engineers, a QA engineer and a DevOps engineer — with people, and on Neeurn.
Hiring these roles
- 2× Software engineerUS median $135,980 / year + benefits$32,376
- 1× QA engineerUS median $104,300 / year + benefits$12,417
- 1× DevOps engineerUS median $99,130 / year + benefits$11,801
People, per month$56,594
Plus about $21,900 to recruit them and ~6 weeks per role before anyone starts.
The same roles on Neeurn
$199 / month
Growth plan · starts in two minutes
It pays for itself if the team takes on 0.4% of that work.
AI teammates take on well-defined work and you review what they deliver — they aren’t a one-for-one replacement for experienced people. Salaries: U.S. Bureau of Labor Statistics, May 2025 medians; benefits and payroll costs add ~30% (BLS). Hiring: SHRM 2025.
Questions
What kind of tasks does it handle well?
Well-scoped work with a clear outcome: bugs with steps to reproduce, features with acceptance criteria, tests, refactors, dependency upgrades, CI and Docker changes. For bigger or vaguer work, ask the Planner for a brief first — or let the Product Manager and Task Creator split it into tasks.
Does it work on our stack?
If it builds and its tests run in a Linux container, the team can work on it — web apps, APIs, services, scripts, in the languages and frameworks you already use. It follows the conventions it finds in your code, plus any rules you add as skills.
What if the pull request isn’t good?
Then you don’t merge it. Leave a comment or send the task back with feedback and the engineer tries again on the same branch. The Reviewer’s report tells you up front what it tested, what passed and what it’s unsure about.
Can it break production?
It can’t push to your default branch, can’t push at all from inside its sandbox, and can’t merge. Every change is a pull request that goes through your normal CI and your review. Nothing reaches production unless you merge it.
Which code hosts are supported?
GitHub today, through a GitHub App you install on the repositories you choose. Tasks can come from the built-in board, Linear, Jira, GitHub Issues or Superthread.
Keep exploring
The AI team →
Experts in every role, a Lead that routes, skills and working hours.
Product & delivery →
Specs, stories, a clean backlog and sprints that plan themselves.
Content & marketing →
Positioning, SEO and articles drafted, edited and ready to publish.
Operations →
Briefs, inbox triage, reports and reminders — on a schedule.
Virtual office →
Watch work live; calls and meetings for your people.
Control & safety →
Guardrails built into how it works.
Hire your AI team today.
Start free — no card, no interviews. Build your team in two minutes and watch it pick up its first task.