Beyond LLMs: Why Scalable Enterprise AI Adoption Depends on Agent Logic
Source
huggingface.co
Date
Why it matters
Argues the lever for reliable long-running enterprise agents is not a bigger context windowThe maximum amount of text a model can consider at once — its working memory for the current conversation or task.Full definition → but agent harnessThe scaffolding around a model that turns it into a working agent — the loop, the tools it can call, and the rules for when to stop.Full definition →-level logic that narrows what the model must reason about, with COBOL comprehension, test generation, incident response and compliance as worked cases.
Terms in this piece · Glossary
context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
agent harness — The scaffolding around a model that turns it into a working agent — the loop, the tools it can call, and the rules for when to stop.
