WHO
B2B SaaS founders and product teams
Solo founders or small teams who need a sellable v1, production foundations, and a handover their first hires can extend.
FAST SOFTWARE
MVPs IN WEEKS — BUILT RIGHT
AI collapses software timelines—but only when someone stays on top of the architecture. RogueIteration helps B2B SaaS founders ship production-ready software in weeks, without losing quality or control.
What we do
- Production-ready SaaS MVP Sprints: product, MVP design, and engineering.
- Delivery Reset & modernization: refactor, stabilize delivery, and coach teams on AI-assisted development.
Ship faster. Keep control.
AI makes speed cheap. Architecture and discipline make it last. We deliver flexible software that is ready for rapid changes and pivots.
PROMISE
Fast software, built right
A production-ready MVP in weeks—plus the discipline (tests, CI, observability) that keeps you shipping.
MODEL
Scope → ship → hand over
We define the smallest sellable slice, ship in daily increments, and leave clear docs, ownership boundaries, and a v2 backlog.
PROOF
We build what we preach
We're building Relayve—an AI tool that turns a curated reading list into sharp, distilled memos. Same playbook: fast iteration, strong data architecture, and quality gates.
CTA
Start with one core workflow
Share your target user and core workflow—we’ll reply with a proposed MVP slice, timeline, and fixed-scope plan.
Two ways to engage.
Start with a production-ready MVP sprint—or unblock an existing product and team.
01
Production-Ready SaaS MVP Sprint
Product + MVP design + engineering. Ship a sellable v1 in weeks—without building rewrite debt.
View scope02
Delivery Reset (2 weeks)
Make shipping predictable again: stabilize CI/CD, fix flaky tests, refactor one hotspot, add AI guardrails, and ship one meaningful improvement.
View scopeDESIGNBUILDENABLE
Short feedback cycles, production standards, and clean handover. We use AI to speed up execution—humans stay responsible for architecture and quality.
01
MVP Product & Design
Define the smallest sellable slice: user journeys, MVP screens, and a backlog with acceptance criteria.
02
Production Engineering
Full-stack delivery with a scalable data model, tests, CI/CD, and observability from day one.
03
AI-Native Delivery
Agent workflows with guardrails: reviews, evals where needed, and coaching for dev teams and leaders.
Detailed scope and deliverables
With fast software comes great responsibility.
AI can compress months into weeks and days into hours. But speed without architecture becomes chaos. We keep humans in charge: clear system boundaries, consistent discipline, and the quality checks that keep pace sustainable.
001
Architecture first
Data models, boundaries, and interfaces are the foundation. They decide how fast you can evolve later.
002
Guardrails over heroics
Tests, CI, observability, and code review gates keep quality high—even when AI accelerates output.
003
Ship small, learn fast
Weekly demos and production increments keep scope honest and reduce risk.
004
Enablement is part of the deliverable
We coach engineers and advise leaders so the workflow and standards stay with your team.
Let’s scope a build.
Tell us what you’re building (or what’s blocking delivery). We’ll reply with a proposed MVP slice or reset plan, timeline, and next steps.
Senior-only. Small scope. Direct collaboration.
Send us a message
Typical response time: under 24 hours