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Receiving official registration under the ECSL Act No. 4 of 2017. What statutory engineering recognition means for software and systems practitioners.
The consolidation under open standards settled the protocol question. MCP solves tool access; A2A solves agent collaboration. Here is how they stack in production.
Fifty tool definitions crammed into the context window costs tokens, degrades reasoning, and risks hallucinations. Docker's containerized MCP Gateway and dynamic discovery flip the model.
A standard way to hand a model your files, your tools, and your prompts, without custom glue code holding it all together.
How Apple built predictive code completion directly into Xcode 16 using the Apple Neural Engine. Zero cloud roundtrips, offline privacy, and Swift specialization.
RAG searches for information on every turn. CAG pre-computes the KV cache. Where Time-to-First-Token and conversational latency matter, caching flips the architecture.
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