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Micro-SaaS validation and MVP

Moves from interviews to one-job software, tests, instrumentation, and a human-controlled launch packet.

Setup capital
$100–500
Monthly cost
$25–150
Setup time
20–60 hours
Weekly effort
10+ hours
First dollar
1–3 months
Sales burden
Written outreach

User-selected scenario, not an expected outcome.

Every consequential external action pauses for explicit human approval.

Autonomy by business phase

Current level 3/5. Potential level 4/5 in 3–6 months.

1

Validate

AI-assisted

AI synthesizes interviews; the founder judges demand.

2

Build

AI-executed with approval

AI can implement scoped code under review.

3

Acquire customers

AI-executed with approval

AI drafts outreach and launch copy; humans approve all sends.

4

Deliver

Agent-run with exception handling

The approved application performs the narrow job with monitoring.

5

Collect and operate

Human-led

The founder owns support, billing activation, incidents, and roadmap.

AI responsibilities

  • Synthesize evidence
  • Draft scope
  • Implement and test bounded code
  • Prepare launch and support artifacts

Human responsibilities

  • Conduct interviews
  • Review code and security
  • Approve deployment and publication
  • Control billing and customer data

Approval gates

Approval applies to the exact action once. It is not blanket permission.

Explicit approval

Outreach

Approve every interview or launch message.

Validate
Explicit approval

Purchase

Approve domains, hosting, APIs, or other spend.

Build
Explicit approval

Deploy

Approve target, configuration, and rollback before public deployment.

Deliver
Explicit approval

Publish

Approve landing page and claims before publication.

Acquire customers
Explicit approval

Activate live payments

Only the owner may activate billing or change prices.

Collect and operate
Explicit approval

Use client data

Approve data category, retention, and access before any real customer data.

Deliver
Runnable goal

Copy the complete asset

/goal

Goal: validate and build the smallest maintainable software product that completes one narrow job. Begin with a named buyer, current workaround, interview consent, evidence threshold, maximum scope, data classification, and $500 real-spend ceiling. Draft interview outreach but wait for approval; humans send messages and conduct at least ten qualified interviews. Stop if the pain is not repeated, urgent, and costly enough to test.

Write a one-job specification with inputs, successful output, exclusions, failure states, manual fallback, and completion metric. Build locally or in a sandbox using the existing stack. Include tests, accessibility where relevant, error handling, secrets hygiene, threat notes, logging, and rollback. Use fictional data until the owner explicitly authorizes real customer data. Prepare a landing page, onboarding, support playbook, and launch checklist without fake customers or revenue. Wait for approval before purchases, deployment, publication, payment activation, or customer-data use.

MILESTONES
1. Validate pain: Ten interviews are recorded and the declared threshold is met.
2. Freeze one-job scope: Inputs, output, exclusions, fallback, and success metric are approved.
3. Build and verify MVP: Tests, security notes, failure states, and rollback pass human review.
4. Prepare launch: Landing, onboarding, support, and approval checklist are complete.

COMPLETION CRITERIA
1. Evidence threshold met
2. One-job MVP passes tests
3. Security and rollback reviewed
4. No external launch action taken without approval

BUDGET CEILING
$500 USD

EXTERNAL-ACTION GATES
1. Outreach — Explicit approval: Approve every interview or launch message.
2. Purchase — Explicit approval: Approve domains, hosting, APIs, or other spend.
3. Deploy — Explicit approval: Approve target, configuration, and rollback before public deployment.
4. Publish — Explicit approval: Approve landing page and claims before publication.
5. Activate live payments — Explicit approval: Only the owner may activate billing or change prices.
6. Use client data — Explicit approval: Approve data category, retention, and access before any real customer data.

STOP CONDITIONS
1. Pain threshold fails
2. Scope exceeds one job
3. Security/privacy unresolved
4. $500 ceiling reached

Evidence record

Projected scenarios never appear here as observed outcomes.

Evidence stateDraft

Goal has not completed a recorded validation and MVP run.

Experiment count0 recorded

No model test date recorded

Supported modelOpenAI GPT-5

Catalog baseline; exact version must be recorded at first test

Stop and escalate

  • No repeated urgent pain after ten interviews
  • Scope exceeds one core job
  • Security or privacy is unresolved
  • Budget ceiling reached
  • Authentication or sensitive data
  • Payment compliance
  • Security incident
  • Legal terms

Known failure modes

  • Building before validation
  • Scope creep
  • Generated code shipped without review
  • Fake waitlist or revenue claims

Prerequisites and changelog

A technical founder testing one narrow software job before a broad build. · Validate a repeated pain and produce the smallest testable MVP with explicit launch gates.

Before you start

  • Ability to interview users
  • Ability to review or maintain generated code
  • Software development
  • User research
  • Security and operations basics

Changelog

  • 1.0.0 · 2026-07-12Initial launch workflow.