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After the Guardrail That Saved My Infrastructure: My Autonomous Agent Architecture in Production
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After the Guardrail That Saved My Infrastructure: My Autonomous Agent Architecture in Production

DEV Community·Juan Torchia·25 days ago
#fKBZaqnq

The autonomous agent incident forced me to redesign everything — from permissions to observability. This is what ended up running in production after the crisis: the real graph, the real numbers, and what still doesn't sit right with me.

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Agentic Coding Is Not a Trap: I Answered the Viral HN Post With My Own Production Logs
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Agentic Coding Is Not a Trap: I Answered the Viral HN Post With My Own Production Logs

DEV Community·Juan Torchia·28 days ago
#jfpY0fUn
#produccion#railway#agent#code#spec#agentic

367 points on HN say agentic coding is a trap. I have logs that say something more uncomfortable: sometimes it saves 3 hours, sometimes it sends me down a 4-hour rabbit hole.…

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Malware in PyTorch Lightning: I Simulated the Same Supply Chain Attack Vector on My ML Dependencies in Production
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Malware in PyTorch Lightning: I Simulated the Same Supply Chain Attack Vector on My ML Dependencies in Production

DEV Community·Juan Torchia·about 1 month ago
#nfx48QjX

The Python ML ecosystem has a structural problem that Node and Rust solved years ago: the transitive dependency chain of a single ML library can exceed 200 entries, most without verifiable cryptographic signatures.…

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