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A Pragmatic Look at AI in 2030

By 2030, AI will become an invisible software layer—like cloud computing—driven by falling costs, faster inference, and protocols like MCP, rewarding developers who prioritize interoperability and stability over chasing the...

Automating AI Away

AI models are powerful but error-prone, so wrapping them in deterministic tools and formal workflows is key. Beagle SCM lets LLMs script routines in JavaScript while reliable C code handles the heavy lifting.