How fast can you start?

Usually within a week. We hold capacity for 2 active MVP builds at a time; you'll know on the scoping call whether we have a slot in the next 7 days or whether we'd be queuing you for the following month.

What's included in a fixed-price MVP?

Auth, Stripe billing, a custom design system, the core user flows we agreed in scoping, an admin panel, analytics, and a production deploy. No drift, no surprises. The full inclusion list is on each service page.

How does the team work?

We're a small, async-first team built around a shared playbook refined across 50+ shipped products. Every engagement runs on the same operational rhythm. Daily commits, end-of-day async videos, weekly Friday demos, Slack-first communication.

Yes. Mutual NDA before any scoping work, signed in the first email exchange. Standard 2-page format, lawyer-reviewed.

What stack do you use?

Default: Next.js 15, TypeScript, Tailwind, shadcn/ui, Postgres (Supabase or Neon), Stripe, deploys on Vercel. We swap pieces when the brief calls for it. Astro for marketing-heavy, Bun for performance-critical APIs.

What if I need changes after launch?

Every MVP includes 30 days of post-launch fixes for any bug we ship. Beyond that, a custom retainer covers ongoing engineering capacity. Retainer pricing is public on the pricing page.

— Field notes

The journal, in long form.

Q: How much does it cost to build a SaaS MVP?

We sell three productized MVP tiers (Lite, Standard, Plus) plus an AI automation sprint and ongoing retainers. Public pricing for every tier is on the pricing page. Most B2B SaaS founders fit the Standard tier for a six-week build.

Pieces on shipping SaaS, AI automation, and the AEO craft, written from the operator's seat. Bottom-of-funnel, zero-fluff, hand-edited.

Total pieces

published

Cadence

Weekly-ish

hand-written

Reading mode

Calm

bottom-of-funnel

30 pieces

AI Automation★ FeaturedApr 30, 2026

AI automation ROI: how to estimate hours saved before building

A practical framework for estimating the dollar value, payback period, and 12-month ROI of an AI automation engagement before you commit to building it. Inputs, formulas, common mistakes, and the worksheet that turns vibes into a defensible number.

The journal, in long form.

AI automation ROI: how to estimate hours saved before building

GA4 → AI search attribution: tracking ChatGPT and Perplexity referrals correctly

Anthropic MCP for B2B SaaS automation: when to adopt

What changed in B2B SaaS marketing in 2026: a year-end review

How to evaluate a productized agency: 12 questions to ask

How to get cited by ChatGPT in 2026: a B2B SaaS playbook

From idea to paying users in 90 days: a realistic founder timeline

Internal tools vs customer-facing AI: scoping the right automation first

Pre-launch checklist: 30 things to ship before your SaaS hits paid users

SaaS MVP scope creep: 8 patterns to refuse on the scoping call

Schema.org for B2B agencies: a 2026 implementation guide

Stripe Tax for SaaS: what it does, what it doesn't, what to do

Auth + billing for SaaS MVPs: Clerk vs Auth.js + Stripe in 2026

When to build vs buy AI automation

What it actually costs to run an AI automation in production

GEO vs AEO vs SEO: are they actually different?

LangChain vs LangGraph for production agents in 2026

OpenAI vs Anthropic for B2B SaaS automation in 2026

Productized agency vs freelancer for a SaaS MVP

Reddit citation strategy for B2B SaaS in 2026

The SaaS MVP tech stack for 2026: the boring-by-design choice

SaaS MVP timeline: a realistic week-by-week build plan

How to track LLM citations (with a 2026 tools comparison)

What to cut from your SaaS MVP v1

AEO vs SEO: what changed in 2026 and what to do about it

Astro vs Next.js for SaaS marketing sites in 2026

How much does it cost to build a SaaS MVP in 2026?

How to write llms.txt for a SaaS site (with examples)

The minimum schema markup every SaaS homepage needs in 2026

n8n vs Zapier vs Make for SaaS internal tools (2026)

Skip the article. Talk to us instead.