RLC AI — Ship Iteratively Despite Unclear Vision

March 10, 2026 at 6:51 AMstrategymedium

Situation

Directed that RLC AI should ship something iteratable now rather than waiting for a clear long-term vision. Product direction should be discovered through market interaction, not predetermined.

Reasoning

Values momentum over perfection. Having something live creates customer feedback loops that no amount of internal planning can replicate. Admitting the vision is unclear is honest and strategic — means direction should be discovered through market interaction. Aligns with recent 'push and be wrong' risk tolerance shift. RLC Pro AI GA just shipped, so post-GA is the natural moment for this.

Additional Context

RLC Pro AI GA recently completed (per TPS report). Max leading technical side with changelog.ciq.com and Basil integration. DM conversation about product direction.

Observed Evidence

Direct quote: 'I have no idea what rlc ai wants to be when it grows up. But for now, I want to see something go out the door that we can iterate on....'

Confidence Breakdown

32/35

Evidence

15/30

Pattern

15/20

Source

5/15

Corroboration

Reasoning Depth Analysis

Org Signal:Ship and iterate gives teams permission to release imperfect work — discovery over planning

Who Affected:Nathan's Core Distro team (RLC AI packages), Max (technical direction)

Precedent:Consistent with push-and-be-wrong philosophy from Feb 26

Consequences:Low risk — RLC AI is already GA; iterating on a live product is standard practice

Timing:Post-GA is the natural moment to set iteration direction

People Involved

Max Spevack

Source

reflection

AI Confidence

72%

Related Context

💬

DM with Max

slack

I have no idea what rlc ai wants to be when it grows up. But for now, I want to see something go out the door that we can iterate on....

Outcome

No outcome recorded yet.

Decision ID: 7ae79c4f-7bc8-4918-8ec7-bb453ce85e57