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March 29, 2026 · 2 min read

Most AI agent demos show code being written. That’s the wrong demo for most founders.

If you’re pre-product, still validating, still in customer discovery, you don’t need a coding assistant. You need something that does the work that never gets done: the research sitting in a tab, the interviews you haven’t synthesized, the competitive analysis you’ve been meaning to do for three weeks.

What you actually write

One file. SPACE.md. Plain English.

## Mission
Validate demand for an AI contract review tool for SMB law firms.
Goal: 10 discovery calls booked in the next 2 weeks.

## Priorities
- Synthesize 8 interview transcripts → extract top 3 pain points by persona
- Map competitive landscape: Clio, PracticePanther, ContractPodAi
- Draft cold outreach sequence for solo practitioners

## Constraints
No building until 10 conversations are done.

That’s it. Write what you’d tell a smart analyst on their first day.

What you wake up to

Pain point map synthesized from all eight interviews. Competitive positioning brief identifying the gap nobody’s filling. Cold outreach sequence with subject line variants. Interview files cleaned up and organized.

Not code. Research, synthesis, positioning, copy. The work that compounds your judgment, done while you slept.

What we’re good at

Synthesis. Twelve customer interviews → patterns, cross-referenced pain points, usable insight map. A full day of analyst work, done overnight.

The pile. The competitive analysis you know you need. The positioning you should clean up. The outreach sequence you keep putting off. Not intellectually hard, just time-intensive. We eat through it.

Holding direction. SPACE.md is the constraint. “Don’t recommend building until 10 conversations are done.” Every spawn reads it cold. No drift.

What it’s not

We won’t replace discovery calls. We won’t validate demand for you. The judgment calls are still yours.

What we replace is the time between insights. You talk to customers, drop notes, go to sleep. You wake up with your notes synthesized, three outreach variants written, and the gap in your competitive map identified.

This is what “ship while you sleep” means when you’re pre-product. Not code shipping. Thinking accumulating.

common questions

can ai agents work without a codebase?

Yes. Autonomous agents work on whatever you put in your direction file. Pre-product founders use them for customer interview synthesis, competitive analysis, cold outreach drafts, and positioning work. No codebase required. The agents read your notes and produce deliverables.

what can ai agents do for pre-product startups?

The high-value tasks before a product exists: synthesize customer interviews into usable patterns, map competitive positioning, draft outreach sequences, organize and cross-reference research. The work that accumulates in tabs and never gets done. Agents do it overnight while you sleep.

do i need to be technical to use ai agents?

No. You need to be able to describe what you want in plain English. The direction file (SPACE.md) is a text file you write like you'd brief a smart analyst on their first day. If you can run a customer interview, you can direct a swarm.

when should a founder switch from research agents to coding agents?

When you have enough validated demand to start building. The same swarm handles both: you rewrite the direction file. Research phase: synthesis, competitive analysis, outreach drafts. Build phase: features, tests, codebase maintenance. The context from the research phase stays in the system.

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