The Agents Were Never the Bottleneck
Tony Malott · Source dated 2026-07-20
https://shareplane.malott.ai/artifacts/the-agents-were-never-the-bottleneck/

One artifact · Three reading lenses

The Agents Were Never the Bottleneck

By

Tony Malott

Three materially different teaching systems. One locked 1,103-word article. Choose architecture, diagnosis, or lived transition without changing the argument.

01

Architectural

The Workbench

An exploded operating substrate assembles around capable agent execution.

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02

Diagnostic

Fault Isolation

A failure-attribution system separates model problems from operating-system failures.

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03

Experiential

Regaining Control

A before, transition, and after narrative shows control moving from touch to governance.

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One work, several ways in

Each lens contains the complete canonical article, evidence, sources, relationships, and public package. The presentation changes; the artifact identity and argument do not.

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One canonical public record · Semantic Candidate v03

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About the author

Tony Malott

AI architect, systems engineer, and author publishing serious work on agentic systems, architecture, governance, automation, and the operating models around them.

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Résumé

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SOURCE REFERENCES
SharePlane Platform Issue #44
https://github.com/pinklon/shareplane-platform/issues/44
SharePlane Platform Issue #18
https://github.com/pinklon/shareplane-platform/issues/18
About pull requests
https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/proposing-changes-to-your-work-with-pull-requests/about-pull-requests
About status checks
https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/collaborating-on-repositories-with-code-quality-features/about-status-checks
Writing effective tools for agents — with agents
https://www.anthropic.com/engineering/writing-tools-for-agents
Demystifying evals for AI agents
https://www.anthropic.com/engineering/demystifying-evals-for-ai-agents
ChatGPT Workspace Agents for Enterprise and Business
https://help.openai.com/en/articles/20001143