Your engineers are trapped maintaining the past. AppFactor's ForgeCatalyst is the next frontier agentic orchestration platform that handles the maintenance, modernization, and transformation work at scale - so your team can focus on what moves the business forward.
of engineering time consumed by maintenance, not innovation
global technical debt backlog and growing
backlog tickets in the average enterprise — known, catalogued, waiting
maintenance tickets your team should be spending their talent on
ForgeCatalyst isn’t another IDE copilot that helps individual developers write code faster. It’s an industrial agentic orchestration platform that operates across your entire software estate - discovering what needs attention, reasoning about the best approach, executing the work autonomously, and deploying the results. The full engineering lifecycle, orchestrated at scale. Native deterministic tooling has awareness of where your software runs and how it’s configured. Native build and deployment tooling closes the loop.
Native discovery scans your running systems, code, dependencies, and configurations. Surfaces vulnerabilities, tech debt, and modernization opportunities.
AppFactor’s orchestration layer prioritizes by impact, selects the right agents and models, and generates execution plans — from patches to rewrites.
Specialized agents implement changes, generate tests, build optimized containers, and deploy to production - with validation at every stage and gates.
Detect and fix security vulnerabilities across your codebase and dependencies. Patch, rebuild, and deploy — automatically.
Identify and resolve bugs, code smells, and quality issues. Generate tests to prevent regressions. Keep codebases clean at scale.
Migrate frameworks, language versions, and dependencies. Eliminate EOL risks and standardize stacks across your portfolio.
Extract business logic, generate specifications, and rewrite codebases to high-performance, memory-safe Rust with full test coverage.
Automatically generate comprehensive, structured documentation across your codebase. Architecture, APIs, business logic — always current.
Restructure code for maintainability, performance, and scalability. Address architecture debt without disrupting delivery.
Close coverage gaps automatically. Generate unit, integration, and regression tests grounded in your actual codebase and runtime behaviour.
Spec-driven development of new workloads and features. Define what you need, let AppFactor’s agents build, test, and deploy it.
Your maintenance backlog isn’t a project - it’s a permanent tax on your engineering capacity. AppFactor treats it as an ongoing, automated operation. Vulnerabilities remediated as they’re detected. Dependencies updated continuously. Code quality maintained without pulling engineers off feature work.
Vulnerabilities, dependency updates, and code quality issues resolved autonomously as they’re detected - not queued for the next sprint.
Every change validated with generated tests. Coverage gaps closed automatically. No regressions shipped to production.
Integrations with Linear and Jira to Ticket, Plan, Fix, Test , PR
The same platform that handles your maintenance backlog also executes your most ambitious modernization projects. Migrate codebases. Rewrite to Rust. Refactor monoliths. Containerize and deploy to cloud-native runtimes. AppFactor's orchestration layer coordinates multiple specialized agents across complex, multi-step transformations.
Complex tasks decomposed and coordinated across specialized agents - analysis, code generation, testing, documentation, and deployment.
Extract logic, generate specs, rewrite to idiomatic Rust - with ongoing docs, testing, and self-healing deployment included.
From discovery through code changes, builds, and production deployment. The full lifecycle in one platform no hand-offs.
AppFactor includes a command centre built for engineering leaders. See every project, track spend, monitor agent performance, and control exactly what the platform can do and where it’s assigned to perform objectives - which repositories it touches, which environments it deploys to, and which models power each task.
Visibility across all active projects, tasks, and outcomes in one view.
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Choose which AI models power different tasks — Sonnet for docs, Opus for code gen, your call.
Track compute spend, agent throughput, and ROI metrics in real time.
Configure permissions, approval workflows, and deployment boundaries per team and environment.
See how Orca handles the maintenance, modernization, and transformation work your engineers shouldn’t be spending their talent on.
