Unverified50% confidenceOpinionExact time
Pure prompt-based disambiguation has no hard constraints and relies only on instructions, worsening as the number and overlap of tools increase; it is suitable for demos but not for real automation.
1
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50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
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Related Claims
UnverifiedPrompt engineering cannot break through the ceiling on the number of parallel constraints an agent can handle.77% similarUnverifiedInstructions change the direction of decisions, code constrains output fidelity, and the two cannot substitute for each other, especially when precise reproduction is involved, where pure instructions are almost useless.74% similarUnverifiedThe poster's core lesson is that orchestration breaks down not because the agents themselves are inadequate, but because the handoff rules were undefined.73% similarUnverifiedPrompting alone cannot fundamentally change the output style of a large model; the behavioral pattern must be internalized into the weights through training.73% similarUnverifiedApplications generated from a single sentence have a natural upper limit in complexity and reliability; they may suffice for simple tools but quality is hard to guarantee for complex business logic.73% similar
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