HOW WE WORK

We build agentically

The frontier of AI software delivery

adago does not merely build agentic systems for clients — it builds them agentically. The same methods we deliver in the product are the methods our own teams use to ship: agents that plan and adapt, skills that encode expertise, and environments where they practice before they act.

The Gymnasium Thesis

Agents learn where they can practice

One idea unifies what we sell and how we build. On the product side, the gymnasium is the simulation environment in which planning agents practice. In our engineering practice, the gymnasium is the instrumented development environment in which coding agents practice. The same thesis operates at two altitudes — and the vocabulary that describes what adago sells is the same vocabulary that describes how adago builds. Few teams can claim that honestly.

How We Build

The principles behind our agentic engineering practice

Agents

Goal-directed systems that plan, execute, and adapt across multi-step work — making progress without constant human intervention.

Skills

The encoding of institutional knowledge into repeatable reasoning patterns, so hard-won expertise is applied consistently rather than re-learned each time.

Episodic Memory

Grounding future decisions in structured recall of past experience — so the system builds on what it has already done instead of starting from zero.

MCP

Standardized, permissioned connectors that give agents structured access to live systems and data — reach with guardrails, not ad-hoc integrations.

Gymnasium Environments

Instrumented workspaces where agents practice and acquire competence before they act for real — the same thesis that powers the product, applied to how we build.

Agentic Teams

Coordinated ensembles of specialized agents that parallelize work across a dependency graph — many capable workers, orchestrated toward one outcome.

Hooks

Event-triggered intervention points that let the system observe, enrich, or redirect a workflow at the precise moment of action — control where it matters.

Why this matters for you

For risk-averse, regulated organizations, how a partner builds is a credibility signal in its own right. A team operating at the genuine frontier of agentic software delivery — not just its rhetoric — ships faster, documents better, and adapts as requirements evolve. The methods on this page are the same ones we bring to your project.

Moritz Kern

CEO

moritz.kern@adago.de

+49 1578 1521428

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