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CognicellAI
About / company

CognicellAI

CognicellAI builds agent software and provides infrastructure engineering services. Our open-source projects support the runtimes and integrations used by these systems.

Our purpose

Helping organizations run AI systems

Our work concerns the practical requirements around an agent: the environment it runs in, the tools it can access, how it saves progress, and how people review its actions.

01

Services and products

We provide engineering services and managed operations, and develop KennelAMS. Cognition, Director, and A2A Apps are separate open-source and interoperability contributions.

02

System responsibilities

We separate what the runtime handles from what belongs to the management platform, client application, or business workflow.

03

How we evaluate the work

We use working systems, public code, and tests of actual workflows to assess technical progress.

Engineering principles

01

Technical context

Understand the system, its users, and the consequences of failure before recommending changes.

02

Documented responsibilities

Record ownership, access requirements, and acceptance criteria before implementation.

03

Reviewable work

Use code, test results, and decision records to explain what changed and why.

Inspect the open-source work

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