M3 demonstrates that the next phase of agent development will not just be driven by larger datasets, but by efficient architectural choices.

According to the 2025 Stack Overflow Developer Survey, 84% of developers are now using or planning to use AI tools in their workflow, yet 52% either avoid AI agents entirely or stick to simpler ...

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Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot, compaction, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MC ...

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