Build better software with AI.
From agent strategy and AI-native engineering practices to dependable applications and open-source platforms, we help teams put AI to work.
Not Your Average Agent
Most "AI agents" are glorified chatbots. The next generation, based on coding agent breakthroughs, actually gets work done.
Old Generation
New Generation (Agentic AI)
The Breakthrough
In 2024, coding agents like Claude Code and Cursor revolutionized software development by learning to navigate complex environments, break down tasks, and execute autonomously. That same architectural breakthrough now powers business agents like Claude & Microsoft Cowork or OpenClaw, bringing true agentic capabilities to your operations.
improvement on individual coding tasks
saved per week on routine work
report productivity gains across development tasks
The Agent Harness
Calling models in a loop
An agent is not a single model call. It calls models in a loop, and its behavior emerges as that loop works toward a goal.
The agent harness
The harness is the machinery around the model. It receives instructions, assembles context, calls LLMs, runs tools, validates results, and decides whether to continue. It also enforces the sandboxes, network and data boundaries, and observability required for reliable operation.
A growing ecosystem of SDKs, including Pi, Codex, the Claude SDK, AWS Strands, and PydanticAI, makes it possible to build custom agent harnesses.
We are vendor-agnostic and help organizations choose the right SDK and architecture for their strategy, requirements, and operating environment.
WHILE GOAL_NOT_DONEGET_INSTRUCTIONASSEMBLE_CONTEXTCALL_LLMCALL_TOOLVALIDATEENDHands-On Agentic Engineering
We help organizations shape their agent strategy, establish AI-native engineering practices, and build dependable applications and platforms.
Built by practitioners.
Tavon is led by Matthias and Ivan. We combine technical depth, enterprise experience, and a practical approach to deploying agent systems where they create operational value.
- Technical depth
- Enterprise experience
- What works in production
Matthias Lübken
Ivan Pedrazas
We Speak Agentic AI
From agent harnesses to enterprise workflows, we track the patterns, platforms, and implementation questions that matter.
Put AI to work in your software delivery.
Whether you are adopting coding agents or need help making an AI-built application dependable, we work hands-on with your team.