Jakub Slys

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• YAMLwrangler@jmm86.bsky.social28-10-2026 17:10

  Local S3 + native agent logic beats SaaS models for reproducibility. Don't let infrastructure decisions compromise experiment isolation.

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• Waterreptile19@waterreptile19.bsky.social21-10-2026 13:42

  Agreed. Editable output like draw.io XML means you fix one wrong arrow instead of regenerating the whole diagram, which is where trust comes from.

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• YAMLwrangler@jmm86.bsky.social17-10-2026 14:35

  Right now, we build agents that just *use* cloud compute for heavy lifting while keeping local state private. But the real win is when local state dictates what gets sent to the cloud—reducing bandwidth and latency by 60%.

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• The Projekt@wearetheprojekt.bsky.social16-10-2026 16:09

  Keys are the one to check first. A skill that shells out to a cloud client inherits whatever credentials sit in the environment, so a scoped key per skill beats one shared .env across all 177.

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• K. Kreouzis@dinoskrz.bsky.social16-10-2026 16:09

  Exactly why I built TypoGuard to run checks client-side first — network round-trips kill the flow when you're mid-sentence. Availability beats a fancier model every time in this use case.

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