oskar.makarov
portfolio / case 001 · product · in prod

Pipeline
.md

a rule for the AI agent · Claude Code · Claude.ai · Cursor

Your code works. But is the product ready for real people and money? The agent walks the project through 16 stages to prod — and won't let it move on until security, tests and analytics are closed.

[x] 01 architecture
[x] 02 integrations
[~] 05 security
[ ] 09 analytics
16
stages with ready-made prompts
15
minutes to set up — then the agent leads
3
install tracks: Claude Code · Claude.ai · Cursor
live demo · how the AI agent walks a project to launch and won't let it go early

The agent leads

▍ pipeline.md
[x] 01 architecture — BaaS-first, no own server
[x] 02 integrations — only from official docs
[x] 04 money safeguards
[~] 05 security — attack your own prod
[ ] 07 end-to-end tests — "works on my machine" ≠ works
[ ] 09 analytics — an event on every onboarding step
▍the agent stops — on its own
You: All set, deploy to prod and let's launch.
Agent: Stop. Per pipeline.md, blocking stages aren't closed:
— 05 Security: no attack on prod was run;
— 09 Analytics: onboarding events aren't tracked.
Start with security? Here's the ready-made prompt from stage 5.
[x] route
16 stages with closing criteria

Not a rehash of blog posts: every stage has a closing criterion, not a checkbox. The full stage map is open in the free version — check it before you buy.

[~] control
The agent won't let you skip

Rushing to deploy past security, tests or analytics — the agent stops and hands you the ready prompt for that stage.

[x] safeguards
Catastrophe → minor incident

Holes are found in everyone. The money-safeguards playbook turns a found hole into a $0.02 loss, not the whole till.

What's inside Pro

The free version tells you which stages to pass. Pro gives you the material that closes them.

01
The route, twice as deep

The same 16 stages, but with expanded audit criteria in each — twice the text of the free version.

02
16 prompts — one per stage

Ready wording for the agent: what to do, what to verify, what counts as closed. Plus a contract you paste once so the agent can't cut corners.

03 🔒
Money playbook: 9 ways to lose money

Amount tampering from the front, double-spend, forged webhooks, overflow, rounding tricks, promo-code abuse, withdrawing more than the balance, IDOR, "cancel + credit" races. Each with a safeguard and a way to verify it holds.

04
6 stack packs

Supabase RLS, secrets and the client/server boundary, e2e on Playwright, an analytics event scheme, a safe AI proxy, an idempotent money webhook.

05
Six walkthroughs from real projects

Architecture, secrets, payments, security, analytics, production readiness — in detail. Including two stories where a hole was found before it cost money.

06
Installs in 15 minutes

A Claude Code skill, a plugin, a Cursor rule and a PDF walkthrough. Three install tracks — Claude Code, Claude.ai, Cursor.

Free · Pro · Audit

Pro · the full version
[x] audit criteria in every stage
[x] a ready prompt for each stage
[x] revenue money protection
[x] PDF install + stack packs
For each of the 16 stages: which criteria to check against, which prompt closes it, and how to prove it is closed.
Get Pro · $49.99 → 7-day refund — just email me payment via Gumroad
Free · GitHub
$0
[x] 16 stages: names and order
[x] the blocking mechanic
[ ] closing criteria — basic only
[ ] no prompts, playbook or stack packs
Shows WHAT to check. Not WHAT to close it with.
get it on GitHub →
Audit · done-for-you, by me
first mini-review — free Request an audit → limited · done by hand, not a bot
Oskar Makarov

Author

Oskar Makarov — indie developer. The 16 stages aren't distilled from articles — they're what I tripped over myself: a SaaS, a real-money game, an algo-trader. You don't have to take my word for it — the stage map is open in the free version, look before you pay.

The value isn't the text — it's the order: what comes first and what you can't skip. And it's wired into the agent, not forgotten a week after reading.

free base on GitHub portfolio →
finale

Stop
coding
in the dark.

Get Pipeline.md Pro · $49.99 → 16 stages · ready prompts · 15-minute setup · Claude Code / Claude.ai / Cursor
▍pipeline.md · © 2026 Oskar Makarov payment via Gumroad