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AI agents

Agents that do work rather than demo well. The hard part is rarely the model; it is tool access, failure handling and knowing when to stop.

Typical timeline: 4 to 12 weeks

Start a project
A terminal window showing an automated software installation running, green text on black

What's included

  • Tool and API integration
  • Retrieval over your own data
  • Guardrails and human handoff
  • Evaluation harness and regression tests
  • Cost and token monitoring

Typical stack

Claude APIPythonTypeScriptVector databases

The stack varies with what the project actually needs. This is what we reach for most often, not a fixed menu.

Also worth a look

Web applications

Dashboards, portals and internal tools that stay fast as the data grows.

Mobile apps

iOS and Android from one codebase, built to pass review the first time.

SaaS products

Multi-tenant products with billing, onboarding and the parts founders underestimate.