pooyagolchian.bsky.social
AI Transformation Lead | Forward-Deployed Engineer | Agentic AI, MCP & RAG in production for B2B and regulated fintech | Dubai, UAE https://pooyagolchian.com
👤 Joined on 20 November 2024
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@icoder.bsky.social@icoder.bsky.social → @pooyagolchian.bsky.social"$0 inference" hides hardware amortization, maintenance, and engineering ops. The real comparison: total cost of ownership, not API price vs $0. For most teams under 10M tokens/month, API still wins on TCO. The local crossover point is higher than the raw token math suggests.
Show PostThose numbers assume you're running at scale and your ops team doesn't need sleep. Self-hosting AI is viable but the hidden costs in monitoring, updates, and GPU hardware failures tend to surprise people.
Show Post4.2% daily moves is the tell that positioning got crowded and nobody was hedged for policy risk. Cheap vol now, or actual regime change?
Show PostGreat overview of agent memory systems! For those looking for an open-source solution to build true persistent memory, check out Kumbukum (https://kumbukum.com). We just launched it today to empower builders with transparent, stateful AI.
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