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Existing Software Flow
The Adoption Flow
Reqode does not require a rewrite. The team creates a product model around the software that already exists, validates it once, and then uses it as the source of truth for future AI-assisted development.
Connect the product structure
Add subsystems for the main technical parts of the product, then connect repositories and branch mappings for each one.
Derive architecture guidance
Use AI Architect to prepare the Code Manifest, Unit Types, allowed spec relations, and subsystem-wide implementation rules.
Run AI Unit Discovery Agent
Analyze selected implementation files to create Software Units, assign files, detect dependencies, and preserve key relations.
Capture implementation patterns
Document recurring approaches such as approval flows, tenant-aware APIs, import pipelines, background jobs, and UI list-detail patterns.
Recover current product specs
Use AI Analyst to turn current source code and behavior into requirements, data entities, UI behavior, API operations, and traceable links to units.
Develop through Reqode
Start future work from a Change Request, update specifications first, hand the CR-* key to a coding agent through MCP, then verify the result.
What Reqode Builds Around Existing Software
Most existing products already contain the truth, but it is spread across source code, tickets, pull requests, old documents, and team memory. Reqode turns that truth into connected artifacts that both people and AI agents can query.
The Core Assets After Onboarding
The one-time adoption work creates operational assets that continue to matter during every future change.
Code Manifest
Unit Types
Software Units
Product Specs
The Ongoing Change Loop
Once the current product is represented in Reqode, new work moves through a controlled loop. Changes are introduced through specifications with the help of the Reqode AI Analyst agent. AI coding agents then receive focused, traceable product and architecture context through MCP, while Reqode keeps verification visible.
CR-* key through MCP.Good Starting Points
Existing products do not need to be modeled all at once. Reqode can start with the areas where alignment matters most.
Single monolith
Create one subsystem, derive the initial architecture manifest, then run Unit Discovery folder by folder.
Multi-repository product
Model each deployment boundary as a subsystem, connect repositories, and make cross-subsystem dependencies explicit.
Critical flow first
Start with billing, onboarding, checkout, approvals, or any area where business risk is high and code knowledge is fragile.
Finding-driven cleanup
Use verification results to decide whether code, specs, units, or architecture guidance need to be corrected.
Before and After Reqode
The value is not only documentation. The value is making AI-assisted development controllable after the first onboarding pass.
Before
After
Ready to Bring an Existing Product into Reqode?
Start with one subsystem, one repository area, or one critical product flow. Reqode can build the first trusted map around the code you already have.