Discover Hidden Context
Aiugment interrogates your codebase, databases, and documents to reconstruct what the system does — surfacing undocumented capabilities, dependencies, and decisions.
Context-Driven Development
Aiugment is the context layer that makes Claude Code, Devin, and Cursor safe to deploy inside the legacy systems you actually run.
Fully documented, immediately governed, and endlessly auditable.
Works with Claude Code, Devin, Cursor, Codex, GitHub Copilot, and any LLM agent.
Why brownfield breaks agentsThe Problem
Undocumented legacy decisions hide in every layer.
Tribal knowledge walks out the door with your seniors.
Requirement drift ships the wrong thing every time.
Compliance frameworks demand audit trails agents never leave.
AI agents don't know why your system was built the way it was. Without that context, they make changes that break things in ways no one expected.
How It Works
Aiugment interrogates your existing systems, formalizes the knowledge inside them, and produces agent-ready context automatically. No code changes required.
Aiugment interrogates your codebase, databases, and documents to reconstruct what the system does — surfacing undocumented capabilities, dependencies, and decisions.
Discovered capabilities become structured requirements, acceptance criteria, and agent-safe guardrails — the institutional memory layer your AI agents need.
Developer agents operate inside structured context. Changes are scoped, logged, and compliant. The audit trail is built as a byproduct of execution.
Use Cases
Migration risk, knowledge retention, and compliance pressure — solved when agents operate inside validated context.
Without Aiugment
With Aiugment
Engineer onboarding drops from months to days. Guardrails prevent agent incidents before production. SOC 2 audit evidence is generated automatically — no manual scavenger hunts.
A cloud migration was ready to begin — but no one fully understood the existing system well enough to trust AI agents with it. Aiugment mapped the system first, so agents operated inside validated context with safe modification boundaries.
Three senior engineers were leaving. Aiugment's agents interrogated code history, tickets, and documentation to capture and formalize institutional knowledge before it disappeared permanently.
Migrations
Unblocked with validated context
not guesswork against hidden dependencies
Knowledge
Captured before it walks out
not trapped in retiring engineers' heads
Compliance
Audit evidence built in
not assembled after the auditor asks
Representative scenarios from design partner conversations.
Get Started
Pilot programs and design partner arrangements available for Fortune 1000 engineering teams in financial services, healthcare, and insurance.