How startups are shipping 2-3x faster using Claude Code, Cursor, MCP servers, and AI-assisted workflows.

AI-native engineers who move faster than your roadmap.

You get engineers who don't write code line by line anymore. They orchestrate it with Cursor, Claude Code, and 6 other agentic tools your team probably hasn't trained on yet.

The result: you ship 3.4x more PRs per engineer than industry baseline.

See the ship log
G2 Winter 2026 Leader
4.9OUT OF5

200+ startups used botmer.io to scale their engineering capacity

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Average client: ships their next product milestone 2.7x faster than their previous engineering velocity.

The Difference

What "AI-native" actually means at Botmer

Because every agency is claiming it, and 99% are lying.

An AI-native engineer is not "an engineer who uses ChatGPT." An AI-native engineer is someone whose workflow is structurally different.

The old way

Write code line-by-line in VS Code

Botmer way

Direct Cursor with Claude inline + autonomous PR review

The old way

Spec → ticket → code → PR → review → merge (4 days)

Botmer way

Spec → Linear MCP → Claude Code agent → human approval (4 hours)

The old way

Debug by reading stack traces

Botmer way

Pipe stack traces into Claude with full repo context

The old way

Write tests after the code works

Botmer way

Generate tests in parallel with the feature, sandbox-validate before merge

The old way

1 PR per engineer per day (industry median)

Botmer way

4 to 6 PRs per engineer per day

The old way

Onboarding takes 4 to 6 weeks

Botmer way

Day 1: shipping in your repo. Day 3: own a feature end-to-end.

Every Botmer engineer ships with this stack on day one:

CursorClaude CodeLinear MCPGitHub Copilot Workspacev0Playwright agent testsSentry MCPVercel previews on every PR
Try Before You Talk

Generate your team plan in 30 seconds

Tell us what you're building. We'll draft the exact engineering team you need, roles, stack, headcount, estimated ship date. No call required.

100% confidential. Email only used to send you the plan.

Your AI-generated team plan will appear here

3.4x
Industry-baseline shipping velocity
72 hrs
Contract signed to first merged PR
$315M+
Raised by clients we've shipped for
38
PRs merged per engineer per month (avg)
Available now

AI-native engineers you can hire this week

Not resumes. Last 30 days of actual output.

Abdul Haseeb

Sr. Software Engineer, MERN

4.9· 7 clientsMERN
Last 30 days
  • 41 PRs merged
  • 12 features shipped
  • 0 production incidents
Tool stack

Cursor · Claude Code · Linear MCP · Playwright · Vercel

Fawward Kamal

Sr. Product Designer, UI/UX

4.8· 6 clientsUI/UX
Last 30 days
  • 28 Figma files shipped to dev
  • 4 design systems delivered
  • 2 user-research rounds
Tool stack

Figma · v0 · Claude · Loom · Linear MCP

Syed Ans

Sr. Software Architect, MERN

4.9· 8 clientsMERN
Last 30 days
  • 36 PRs merged
  • 8 architecture reviews
  • 2 platform migrations
Tool stack

Cursor · Claude Code · AWS CDK · Sentry MCP · k6

Abdul Rahman

Sr. AI Engineer, AI

4.7· 5 clientsAI
Last 30 days
  • 22 PRs merged
  • 3 RAG pipelines in prod
  • 1 eval framework shipped
Tool stack

Claude · LangGraph · Pinecone · Braintrust · Cursor

Zohaib Ahmed

Sr. DevOps Engineer, DevOps

4.8· 4 clientsDevOps
Last 30 days
  • 47 PRs merged
  • 14 CI/CD pipelines deployed
  • 99.99% uptime maintained
Tool stack

Terraform · GitHub Actions · Datadog MCP · Cursor · K8s

Hamza Shahzad

Sr. UI/UX Designer, UI/UX

4.9· 6 clientsUI/UX
Last 30 days
  • 31 Figma files shipped
  • 6 user flows redesigned
  • 1 brand system delivered
Tool stack

Figma · v0 · Framer · Loom · Linear MCP

Hire by Role

Which AI-native engineers do you need?

Every role below ships with Cursor, Claude Code, and the full agentic stack from day one. Pick the role, hire from the bench.

Full-Stack Engineers

React, Node, TypeScript. Production-grade code in your repo by day 3.

ReactNext.jsNodeTypeScriptPostgresVercel

Default workflow: Cursor, Claude Code, Linear MCP, GitHub Copilot Workspace, and v0 for UI scaffolds.

Average output: 38 to 45 PRs per engineer per month. Industry median is 11.

Mobile App Engineers

iOS, Android, React Native, Flutter. Figma to App Store in 8 weeks.

React NativeFlutterSwiftKotlinFirebaseFastlane

Ship with Cursor and Claude Code, automated Fastlane pipelines, and AI-generated UI scaffolds via v0.

Average output: 38 to 45 PRs per engineer per month on mobile apps.

AI Engineers

Production RAG, agents, evals, fine-tunes. Not demos.

PythonLangGraphPineconeBraintrustW&BClaude API

Engineers who have shipped LLM features in production with evals, observability, and prompt versioning baked in.

Average build time: full agent eval stack in 2 weeks. Industry baseline: 4 months.

DevOps Engineers

Infrastructure that ships. CI in minutes, not hours. 99.99% uptime.

TerraformGitHub ActionsK8sDatadog MCPAWSCursor

Cursor and Claude Code for IaC, Datadog MCP for incident response, autonomous pipeline builds.

Real example: CI runtime cut from 23 minutes to 4 minutes in a single sprint at DataFlow.

Not sure which role? Describe what you are building in the team builder above, or book a 30-min scoping call and we will tell you who you need.

72 Hours

From signed contract to first merged PR: 72 hours.

Compare to in-house hiring: 9 to 14 weeks.

01
Hour 0-2

Discovery Call

30 minutes. We learn your stack, your codebase shape, your shipping bottleneck. You ask the hard questions.

02
Hour 2-24

Engineer Match

We send you 2 to 3 pre-vetted candidates whose last 30-day commit history matches your stack. Not resumes, commit logs.

03
Hour 24-48

You Interview

45-minute interview each, including a live coding session in your repo (NDA signed first). You see them ship before you pay.

04
Hour 48-72

First PR Merged

By Day 3 the engineer you picked has a PR in your main branch. Not a sandbox. Your repo.

In-house hiring: 4 to 8 weeks sourcing + 3 interview loops + 2 weeks notice + 4 weeks onboarding = 9 to 14 weeks. We do it in 3 days.

What Botmer does in 60 seconds

A quick look at who we are, what we build, and why founders hire our AI-native engineers instead of going in-house.

The Comparison

Why founders pick Botmer over Toptal, Turing, or in-house hiring

Time to first merged PR
Botmer3 days
Toptal / Turing2 to 4 weeks
In-house hire8 to 14 weeks
Engineers trained on agentic stack
BotmerRequired, day 1
Toptal / Turing"Some do"
In-house hireTrain them yourself
Velocity benchmark
Botmer38 PRs/eng/month
Toptal / TuringNot tracked
In-house hire11 PRs/eng/month (industry)
Engineer replacement turnaround
Botmer72 hours
Toptal / Turing1 to 2 weeks
In-house hire3 to 6 months
Public ship logs / commit transparency
Botmer
Toptal / Turing
In-house hireN/A
Founder-direct Slack access
Botmer
Toptal / Turing
In-house hireN/A
Lock-in
BotmerNone, month to month
Toptal / Turing3-month minimum
In-house hireForever (until they quit)
Cost vs SV in-house
Botmer~35% of fully-loaded
Toptal / Turing~50%
In-house hire100%

Built specifically for founders who measured their last team and weren't happy with the answer.

Right Now

Live ship log

Every PR our engineers merge across client repos. Updated continuously. (Client names anonymized to "Client A, B, C…")

2 min agoAbdul shipped feat: stripe webhook idempotency to Client A · main
17 min agoSyed merged PR #2,341, auth refactor, Client B
41 min agoHamza shipped new onboarding flow to Client C · staging
1 hr agoZohaib deployed v2.4.1 to Client D · production
1 hr agoAbdul Rahman pushed RAG eval suite to Client E · main
2 hr agoFawward delivered onboarding redesign to Client F
3 hr agoSyed shipped perf: query optimization (3.2x faster) to Client A
4 hr agoZohaib reduced CI runtime from 11min → 3min for Client G
5 hr agoAbdul opened PR for AI agent retry logic at Client H
6 hr agoHamza shipped design system v3 to Client I

This is what 40 engineers shipping with the agentic stack looks like.

Your Move

Pick your commitment level

Four ways to start with Botmer, from zero commitment to a paid trial. Pick what fits.

Zero friction

See what your team actually costs

30-second calculator. Shows fully-loaded cost per shipped PR vs the Botmer rate. No email required.

Open the calculator
Zero commitment

See our last 90 days of ship activity

Public log of every feature, PR count, and ship date across all client repos (anonymized).

Open the ship log
Light commitment

Get a free velocity audit on your codebase

Drop your repo link. We'll send a 5-min Loom analyzing where your team is losing days to slow tooling. No call required.

Send me the audit
Standard commitment

30-min scoping call

We'll tell you which engagement model fits, or tell you we're not a fit. Half of these calls end with us recommending you don't hire us yet.

High commitment

2-week paid trial, $4,500

One engineer. Two weeks. In your repo. If they don't out-ship your slowest in-house engineer by 2x, you don't pay.