
Coding Models Have Working Personalities
Every coding model brings its own mix of literalness, initiative, caution and recurring habits to a coding session.
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The systems, harnesses and feedback loops that allow models to act through tools.

Every coding model brings its own mix of literalness, initiative, caution and recurring habits to a coding session.
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Tests, specifications and human review determine how long a coding agent can keep producing useful software on its own.
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A coding harness controls which files an agent can inspect, which commands it can run and which results return to the model.
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