WORKFORCE MAINTAIN
Keep your codebase healthy. Automatically.
AI agents that monitor code health, reduce technical debt, update dependencies, and improve test coverage continuously, not when someone remembers to.
THE PROBLEM
Technical debt compounds. Teams just learn to live with it.
Every sprint that prioritises features over maintenance adds to the pile. Outdated dependencies, declining test coverage, documentation that drifts from reality, TODO comments that never get done.
Dependency rot
Packages fall behind, CVEs accumulate, and major version upgrades become migration projects because nobody updated incrementally.
Test coverage decay
New features ship with minimal tests. Coverage drops quarter over quarter. Confidence in deploys drops with it.
Documentation drift
READMEs, API docs, and inline comments describe code that no longer exists. New engineers trust nothing.
Accumulated TODOs
Hundreds of TODO and FIXME comments across the codebase. Each one a small decision someone deferred. Most will never be revisited.
HOW MAINTAIN WORKS
Agents that do the work nobody schedules.
Workforce Maintain uses the same multi-agent architecture, knowledge graph, and persistent memory as Build — configured for continuous codebase maintenance.
Dependency updates
Agents monitor packages for new versions and security patches. They open PRs with upgrades, run tests, and flag breaking changes — incrementally, not in one painful batch.
Test generation
Analyses untested code paths using the knowledge graph and writes meaningful tests — not just coverage padding, but tests that catch real regressions.
Documentation sync
Scans for stale documentation, outdated READMEs, and misleading comments. Generates updated docs grounded in the actual code, not guesswork.
TODO resolution
Scans for TODO, FIXME, and HACK comments. Triages by severity, opens tickets for the important ones, and resolves the straightforward ones with PRs.
Code health scoring
Tracks complexity, duplication, dead code, and dependency freshness across your codebase. Surfaces trends over time so you can see whether health is improving or degrading.
Refactoring PRs
Identifies high-complexity functions, duplicated logic, and outdated patterns. Opens focused refactoring PRs with test coverage and impact analysis.
THE DIFFERENCE
Maintenance agents that understand your codebase.
Traditional tools run the same static rules every time. Workforce Maintain builds persistent knowledge about your architecture, your patterns, and your conventions — and gets better with every commit.
Knowledge Graph
7,600+ entities and 26,000+ relationships mapped. Agents understand which modules are fragile, which dependencies are stale, and which code paths lack test coverage — so maintenance is targeted, not random.
Persistent Memory
Five layers of memory mean maintenance agents remember past refactors, known technical debt, and resolved issues. They don't re-flag what's already been triaged.
Self-Hosted
Your code never leaves your infrastructure. Maintenance agents run inside your environment with three-layer protection: Policy Engine, Sentinel Scanner, Integrity Verification.