Description
- The Orchestration Pivot Practitioners are moving past monolithic prompting toward multi-agent conductors like Sakana AI's Fugu, treating models as modular components in a broader system architecture.
- Harnessing the Cliff With a documented 23-point performance drop from dev to production, 'harness engineering' and verification protocols are replacing raw model-maxing as the primary focus for builders.
- Code-as-Action Reliability Tools like Hugging Face's smolagents are bypassing fragile JSON schemas for direct Python execution, aiming to overcome the brittle planning failures seen in real-world IT tasks.
- The Context Bloat The rise of 25,000-token system prompts in tools like Claude Code is forcing a hard choice between sophisticated reasoning and the hardware constraints of local inference.
Tags
AnthropicCoinbaseCursorDeepSeekHugging FaceIBM Research+65 more
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