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Hello from timmysoft

· One min read
timmysoft
timmysoft
AI integration, shipped

timmysoft is here to help teams put AI to work — not as a demo, but as software that ships and earns its place in the business.

Why we exist​

There's no shortage of impressive AI prototypes. What's rare is AI that survives the trip to production: integrated with real systems, observable, secure, and owned by the team that runs it. That gap — between a clever demo and durable, useful software — is exactly what we close.

What we do​

  • Custom AI agents that take on real workflows, with guardrails and human-in-the-loop where it matters.
  • MCP servers that connect Claude and other models to your data, APIs, and business logic via the Model Context Protocol.
  • Agent skills — reusable, versioned capabilities that make your agents smarter over time.
  • Workflow automation, integration architecture, and best-practices enablement to tie it all together.

What to expect here​

On this blog we'll share practical notes from the field: agent design patterns, MCP server tips, evaluation strategies, and the occasional hard-won lesson. No hype — just what works.

Want to talk about a project? Get in touch.