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AI Dev Pipeline · Live client

Solo operator ships weekly features while
running the business.

Owner-operated travel-booking SaaS. Non-technical founder. Trial client on the pipeline since early 2026.

Travel / booking SaaSOwner-ledNon-technical founderlive
Weekly
sustained PR cadence
100%
PRs human-reviewed before merge
NDA
specific PR counts on request

The client runs an owner-operated travel-booking platform. Three founders, real customers, a backlog growing faster than they could ship. Before the pipeline they tried what most founders try: an outsourced dev contractor, a freelance sprint that never finished, a few half-built internal tools.

We onboarded in week one, set up the branching and review model in week two, and shipping started in week three. Every diff goes through me before it lands on the client's repo.The pipeline produces volume; senior engineering judgment decides what actually merges.

What actually shipped

A representative sample of the work, no exotic systems: payment processing fixes, customer-facing form refactors, internal dashboards rebuilt for owner workflow, integration work between the booking engine and the founder's ops tooling, a backlog of bug fixes cleared. The kind of work that piles up when a founder is busy running the business.

Why this engagement model fits

The founder is non-technical and shouldn't spend their time managing a developer or reviewing pull requests. The engagement is designed so they don't have to. Scoped requests in, reviewed PRs out, weekly demos plus async unblockers in Slack.

How the work unfolded.

  1. 01
    Week 1
    Codebase walkthrough, repo access (read-only initially), branching model agreed.
  2. 02
    Week 2
    Review and CI gates set up. First scoped ticket queued. Pipeline configured.
  3. 03
    Weeks 3 onward
    Sustained shipping cadence. Reviewed PRs land weekly, all human-approved before merge.
  4. 04
    Ongoing
    Backlog moves from "growing faster than I can ship" to a steady, prioritized queue.
Outcome
Continuous output without managing a developer. The founder reclaims hours previously spent on contractor management and unfinished freelance work. The pipeline becomes a permanent extension of the team without becoming a hire. Specific PR counts, cadence numbers, and screenshots available under NDA after a fit call.