Software consulting. Expert-guided AI.
Modernize software, transform languages, and build distributed systems—with experienced engineering and guided AI.
Get help with design, development, deployment, or maintenance—from a focused improvement to a complete build.
Our capabilities
Explore an idea or improve what you have. Choose the expertise you need across applications, integrations, and infrastructure.
Move to supported frameworks, platforms, or infrastructure. Expert-guided AI helps create a codebase that stays manageable as features and contributors grow.
Examples: Assessments, upgrades, migrations, tests, deployment tooling, and reusable AI skill/rule bundles.
Translate software into a new language while preserving business behavior and adopting the new ecosystem’s patterns. Keep the result easy to extend.
Examples: Feasibility reviews, module translations, broader migrations, and behavior tests.
Audit, deploy, or rescue Kubernetes and cloud systems. Address reliability, security, cost, and observability with monitoring and OpenTelemetry (OTel).
Examples: Deployment fixes, infrastructure configuration, dashboards, instrumentation, and runbooks.
Custom web applications, desktop software, and internal tools, designed around your users.
Examples: Prototypes, features, complete applications, tests, and documentation.
APIs, data storage, authentication, and background services that connect your software and systems.
Examples: API design, integrations, data flows, and extensible backend services.
Keep existing software reliable and useful as your needs change.
Examples: Bug fixes, dependency updates, performance tuning, regression tests, and ongoing support.
Working with AI
AI works best with an expert guiding the questions, checking the results, and shaping the software.
Build with AI
Extend your team’s reach with AI guided by 10+ years of engineering experience.
Get a project unstuck
Untangle stalled AI-built software, fix broken behavior, and make it easier to maintain.
Keep the know-how, too. AI skills/rules document your architecture and conventions so people and AI tools can extend the codebase consistently.
Our approach
Bring us in for a focused task, alongside your team, or for a larger build and ongoing support.
A feature, integration, migration, assessment, or fix.
Hands-on design, development, deployment, or maintenance expertise for your existing team.
A complete application or system, with support as it grows.
Let’s talk
Tell us what you’re building, improving, or trying to untangle.