Pooya Golchian

Pooya Golchian

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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📜 Kullanıcı Geçmişi

  • 20 Kas 2024, 11:11
    🎉 Bluesky'e katıldı - İlk kullanıcı adı: @icoder.bsky.social
  • 26 Mar 2026, 06:19
    ✏️ Kullanıcı adı değişti: @icoder.bsky.social → @pooyagolchian.bsky.social

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❤️ Beğendiği Gönderiler

"$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.

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Those 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.

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4.2% daily moves is the tell that positioning got crowded and nobody was hedged for policy risk. Cheap vol now, or actual regime change?

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Nitai
18 April 2026 21:18

Great 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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08 April 2026 11:46

tmux is perfect for multi-agent setups — each agent gets its own pane and worktree. You can watch all of them work simultaneously and catch issues before they compound.

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