Platform
Build business software faster without surrendering engineering discipline.
DebugInit combines repository intelligence, specialist engineering agents, automated validation and human review to deliver and modernize internal systems.
Agents accelerate delivery. DebugInit remains accountable for architecture, security and outcomes.
Capabilities
What the layer provides. Every module and customer system inherits it rather than rebuilding it.
Repository mapping
Understanding what exists before changing it, including the parts nobody documented.
Requirements decomposition
Turning an operational need into work small enough to review.
Coding
Implementation against agreed architecture standards, not against whatever the model prefers.
Testing
Coverage as a gate rather than a report nobody reads.
Review
Human review of everything that reaches a branch — this is the accountability step, not a formality.
Migration
Moving data and behaviour off a legacy system with reconciliation at each step.
Documentation
Produced with the change rather than promised after it.
DevOps and incident assistance
Pipelines, releases and the first fifteen minutes of an incident.
Replaceable tooling
Commercial agent tools and open-source agents sit behind our engineering control plane rather than in front of it. Which tool writes a given change is an implementation detail; the standards it has to clear are not.
That is deliberate: tooling in this space changes faster than the systems it builds, and an engagement should not inherit a dependency on whichever agent was fashionable at the start of it.
Quality gates
Architecture standards, test coverage, security scanning, licence checks, code review, performance budgets and release approval. A change clears all of them or it does not ship — the same gates whether a person or an agent wrote it.
Customer-zero
We run these methods on our own platforms before applying them to a customer's. Where something has only been tried internally, we say so rather than presenting it as proven practice.
What DebugInit adds
Business discovery, domain design, deployment, governance, adoption, support and lifecycle ownership. Agents accelerate delivery; none of them is accountable for the outcome. We are.
How it is measured
Defined before launch and re-measured after. These are the measures; results belong to a specific engagement.
- Lead time
- Request to production, measured rather than estimated.
- Change failure rate
- How often a release has to be rolled back.
- Test coverage
- On the paths that carry business risk, not overall percentage.
- Review depth
- Human review time per consequential change.
- Defect escape
- Issues found in production that the gates should have caught.
- Debt trend
- Whether known debt is being paid down or accumulated.
What this page does not claim
Not zero technical debt — managed technical debt with measurable quality controls. Every system accumulates debt; the difference is whether it is tracked, priced and paid down deliberately, or discovered by whoever inherits it.
Bring one workflow
The clearest way to evaluate this is against a process you already run, with its exceptions included.