Founder of Friday AI • 1d
We’ve completed development of the Adaptive Plugin - ACW (Adaptive Context Window). The MVP is production-ready and validated on real enterprise workloads - code, logs, configs, and financial and legal documents. ACW went through multiple iterations and architectural rewrites. The key lesson: testing beats speed. We deliberately broke things, fixed edge cases, and avoided early lock-ins to prevent silent failures and technical debt. ~6 months of research and ~4 months of development went into building an enterprise-grade system. ACW guarantees: Zero information loss Risk-aware optimization only where safe Hard token-savings caps Fail-fast behavior With the core complete, we’re moving into distribution: SDKs, APIs, plugins, and enterprise deployment. From R&D to real adoption. More updates soon. #AI #LLM #MLOps #EnterpriseAI #Startup #AdaptiveSystems

Founder of Friday AI • 11d
Adaptive Plugin: The next efficiency layer for Enterprise GenAI LLM workloads are exploding across finance, healthcare, SaaS, telecom, and government. The hidden drain is token waste from oversized prompts, long documents, and heavy chat histories.
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Founder of Friday AI • 1m
Big News: Friday AI – Adaptive API is Coming! We’re launching Adaptive API, the world’s first real-time context scaling framework for LLMs. Today, AI wastes massive tokens on static context — chat, code, or docs all use the same window. The result?
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