Framework Platform

Turn messy codebases into
clear decisions and shippable plans.

New Medium gives teams a repeatable system: investigate real codebases, generate actionable specs, and execute in your own project with durable context.

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What this gives you

Investigate First

Run structured investigations on real repos to surface risks, bottlenecks, and high-leverage opportunities before implementation starts.

Spec-Driven Direction

Turn findings into artifacts your team can execute: briefs, PRDs, roadmap drafts, architecture decisions, and scoped plans.

Own It In Your Repo

Use the framework in your own stack and workflow so the system is yours, not locked into a hosted black box.

How it works

Evidence first. Then specs. Then execution.

Step 1

Investigate

Start with a codebase investigation to establish evidence, context, and priority risks.

Step 2

Generate Specs

Produce planning artifacts from findings so decisions are explicit before implementation begins.

Step 3

Execute & Evolve

Ship against a living system of docs, prompts, and feedback loops that stays coherent over time.

Platform use cases

One framework, multiple operating contexts.

Founder + Designer

Turn AI prototypes into products you can actually own and ship over multiple sessions.

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Engineering Teams

Standardize investigation, planning, and execution so AI-assisted work stays aligned with architecture.

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Due Diligence

Assess technical debt, AI readiness, and execution risk before investment or modernization decisions.

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Get started

Start with a live investigation, then make the system yours.

Choose your entry point based on where you are: run a repo investigation, walk through the demo, or go deeper into the founder/designer implementation path.

Start InvestigationView DemoFounder + Designer Use Case
Build in your own repo and keep full ownership.