botzone.ai

AI-Orchestrated Backend Delivery

I orchestrate specialized AI workflows to accelerate delivery, while retaining full human review and accountability.

Human-led. Source-backed. Fully auditable.

Book a 15-min Scope CallOr email your stuck ticket

We'll confirm if it's a 2-week fix and give you a fixed price.

No clear outcome on the scope call = no charge.

PhD in Computer Science (AI) - Node.js / TypeScript / AWS

Stuck Ticket
In Progress
Shipped PR

The problem: stuck tickets pile up

Your team is shipping. But some tickets stay stuck:

The migration no one wants to touch.

It's scoped. It's gnarly. It keeps getting bumped sprint after sprint.

The cross-team dependency.

Needs coordination, contract tests, and someone to own it end-to-end.

The tech debt blocking the roadmap.

You know it needs doing. No one has bandwidth.

You could hire. But that's 3-6 months and significant cost before they're productive. Or: hand me the ticket. I orchestrate AI workflows to accelerate delivery - with human review at every step.

The approach: human-led AI orchestration

I orchestrate specialized AI workflows for backend development. They generate drafts for:

AI agents handle:

  • Code scaffolding - boilerplate, repetitive patterns, initial implementations
  • Test generation - unit tests, integration tests, contract tests
  • Documentation drafts - API docs, README updates, rollout notes
  • Review preparation - flagging issues before human review

I retain ownership of:

  • Architecture decisions
  • Security review
  • Edge cases and failure modes
  • Code quality and maintainability
  • Final review and merge approval

Why this matters:

Reduced coordination overhead
Faster cycle time on stuck tickets
Safer migrations with better test coverage
Reduced roadmap drag from backlog debt

Agents assist. Humans remain accountable. Every change ships through my review.

AI workflows generate drafts

Code, tests, and documentation drafted by orchestrated AI - ready for human review.

Human oversight on every change

Architecture, security, and merge decisions remain with a senior engineer.

Faster delivery, clear accountability

Reduced cycle time without sacrificing auditability or control.

Node.js / TypeScript / AWS

Deep expertise in modern backend systems, cloud infrastructure, and observability.

How it works

Your time investment: ~2 hours over 2 weeks.

Day 0
1

Scope Call

You share the stuck ticket. I confirm if it's a 2-week fix. You get a fixed price and start date.

Day 1
2

Access + Plan

I get repo access and Slack/email. You get a written plan within 24 hours - what I'll build, how I'll test it, what I need from you.

Days 2-13
3

Build + Review

AI workflows generate draft code and tests. I review, refine, and handle complex decisions. Daily async updates. Optional midpoint check-in.

Day 14
4

Handover

PR reviewed and merged. Deployed to production (or staging). Handover doc with trade-offs, follow-ups, and monitoring notes.

What you get

A merged PR with production-ready code

Tests - unit, integration, and contract tests where relevant

Docs - README updates, API documentation

Rollout notes - what to watch, safe deploy steps, monitoring

Handover summary - trade-offs, follow-ups, risks

1 week of async support post-deploy (bug fixes, questions)

Who this is for

Ideal fit

  • Teams of 2-8 engineers shipping weekly or faster
  • Node.js / TypeScript / AWS backend (or adjacent stacks)
  • GitHub + Slack workflow
  • A decision-maker who can confirm "done"

Not a fit

  • Procurement-heavy enterprise onboarding
  • Daily standups required
  • No existing CI/CD or code review process
  • Stacks I can't be effective in quickly (legacy Java, mainframes, etc.)

How Botzone Uses AI (Governed Automation)

Botzone orchestrates AI agents under strict controls:

  • Draft PRs only - no direct merges
  • Human approval required for all production changes
  • Source-backed answers or abstain
  • Risk classification on outputs
  • Full audit trail of actions

The 2-Week Fix

€2,500

Fixed price, confirmed on scope call.

Complex migrations or multi-service work: €3,500

Scope

One backend ticket, shipped end-to-end. From "stuck in backlog" to "merged and deployed."

Timeline

2 weeks from start date. Start dates typically available within 1-2 weeks.

Guarantee

  • No clear outcome on scope call = no charge
  • I don't deliver what we scoped = you don't pay
  • Bugs in the first week post-deploy = I fix them at no cost

What I need from you

  • 15-min scope call
  • Repo access (read + write to a branch)
  • Slack or email for async updates
  • A decision-maker to confirm "done"
Book Scope Call

I take 4 fixes per month. 3 slots left in February.

After the fix: ongoing capacity (optional)

€3,000/moUp to 4 tickets + async PR reviews
€5,000/moUp to 8 tickets + architecture input

Async-first. 48-hour response. Cancel anytime with 2 weeks notice.

Most teams start with a 2-Week Fix, then decide.

Frequently asked questions

How is this different from hiring a contractor?

Traditional contractors bill hourly and need onboarding. I use AI workflows to accelerate delivery - you get a fixed price, a 2-week timeline, and minimal time investment. No interviews, no ramp-up, no management overhead.

What do you mean by "AI orchestration"?

I've built workflows that use AI to generate draft code, tests, and documentation. These drafts go through my review before anything ships. Think of it as a senior engineer with AI-assisted tooling - humans remain accountable for every decision.

Is the code quality good?

Every line goes through my review. AI generates drafts; I ensure quality, handle edge cases, and make architecture decisions. You'll get clean, maintainable, well-tested code with full audit traceability.

What access do you need?

GitHub repo access (read + write to a branch), Slack or email for async communication, and relevant docs, API specs, or runbooks. I sign an NDA before access. Data stays in your systems.

What stacks do you support?

Primary: Node.js, TypeScript, AWS (Lambda, ECS, DynamoDB, SQS, etc.), PostgreSQL. Adjacent: Python, Go, GCP, Terraform - I can be effective if the codebase is well-structured.

What if the ticket takes longer than 2 weeks?

I scope carefully on the call. If it's bigger, I'll tell you upfront - we can split it or adjust scope. If I underestimate, I absorb the overrun. You pay the agreed price.

What about security and IP?

I sign an NDA and DPA if needed. I don't store your code outside your systems. I work in your repo, your CI, your infra. Happy to complete a security questionnaire.

Does this replace our engineers?

No. This is additional capacity for stuck tickets - not a replacement for your team. Your engineers stay focused on the roadmap. I handle the backlog item that's been blocking progress.

What happens after the 2-Week Fix?

You get the code, docs, and handover. The fix is yours. If you want ongoing help, we can discuss a retainer - but there's no obligation.

What if I'm not happy with the result?

If I can't ship what we scoped, you don't pay. If there are bugs in the first week post-deploy, I fix them at no cost.

About

I'm Stephen Keegan. PhD in Computer Science with a focus on AI. 10+ years in backend and platform engineering - Node.js, TypeScript, AWS, distributed systems.

I've spent the last year building AI orchestration workflows for software development - tooling that generates drafts, runs tests, and prepares code for human review.

The future of engineering is human-led AI orchestration - where agents accelerate execution and humans retain judgment.

LinkedIn
Blog: AI-Orchestrated Development(coming soon)

Ready for your 2-Week Fix?

Send a stuck ticket. I'll confirm if it's a fit and provide a fixed price.

Book 15-min Scope CallEmail your stuck ticket

I take 4 fixes per month. 3 slots left in February.