Agentic Engineering

Build better software with AI.

We pioneer the tools, platforms, and practices that let teams build software in fundamentally new ways.

The shift

A new way to build software

AI is not just making developers faster. Coding agents change how software gets built, who builds it, and what a single team can take on.

AI as an assistant

Developers write every line
AI suggests the next line
Processes built around handoffs
Knowledge lives in people's heads
Problems surface late in review
Only engineers build software

AI-native development (Agentic Engineering)

Engineers direct agents toward goals
Agents plan, implement, and test
Tight loops of intent, execution, and validation
Context is engineered and shared
Checks and guardrails built into the loop
Domain experts build alongside engineers

The Breakthrough

In 2024, coding agents like Claude Code and Cursor revolutionized software development by learning to navigate complex codebases, break down tasks, and execute autonomously. That same breakthrough now changes how teams plan, build, test, and ship software, not just how fast they write code.

80%

improvement on individual coding tasks

(Anthropic research)
2.5 hrs

saved per week on routine work

(HUB International)
78%

report productivity gains across development tasks

(Stack Overflow Developer Survey)
Under the hood

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.

The Agent LoopRunning
AGENT.RUNTIMELOOP / 01
About Tavon

Built by practitioners.

Tavon is led by Matthias and Ivan. We build with agents every day, in our own products and alongside client teams, and bring what works into enterprise environments.

  • 01Technical depth
  • 02Enterprise experience
  • 03What works in production
Matthias Lübken

Matthias Lübken

Founder

Ivan Pedrazas

Ivan Pedrazas

AI Engineer

Next step

Build software in fundamentally new ways.

Whether you are introducing coding agents, making an AI-built application dependable, or setting up a platform for your teams, we work hands-on with you.

Tavon.ai — Agentic Engineering