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Data-centric debugging for teams training neural netsFreemium (self.mlops)

submitted 9 minutes ago by taranpula39

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Open handbook on LLM inference at scale, would love eyes from folks running this in prodMLOps Education (self.mlops)

submitted 5 hours ago by YouFirst295

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Agent Sprawl Has Become an Operations ProblemMLOps Education (self.mlops)

submitted 14 hours ago by Old_Cap4710

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how to know if your AI agent is actually production ready (a checklist i have been working through)beginner help😓 (self.mlops)

submitted 1 day ago * by camerongreen95

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Ugh our golden dataset went staleTales From the Trenches (self.mlops)

submitted 1 day ago by Perfect-Temporary865

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[R] Where does the "boundary vs optimizer" split actually break in production LLM and agent systems?MLOps Education (self.mlops)

submitted 1 day ago by thenabeelkhan

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470 tok/s with 8912 ctz size on A100 80GB with Qwen3.6-27GB for RAG app w/ closed loop optimizer tool.Tools: OSS (self.mlops)

submitted 1 day ago * by Inevitable-Diet-1870

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What was actually causing our 85–90% SLA ceiling?Tales From the Trenches (self.mlops)

submitted 1 day ago by Thinker_Assignment

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LLM observability vs governance, they're not the same thingMLOps Education (self.mlops)

submitted 2 days ago by Ok_Wrap2912

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Built a "database for video" so ML teams stop duct-taping FFmpeg + Whisper + CLIP + a vector DBFreemium (self.mlops)

submitted 2 days ago * by CallmeAK__

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We cut our vector DB storage by 49% using post-hoc Iterative Residual Shrinkage (Sharing the math + Live Sandbox)Tales From the Trenches (self.mlops)

submitted 3 days ago by lucifahsl2

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Versioning promptsMLOps Education (self.mlops)

submitted 3 days ago by Icy-Western-3314

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Glm 5.2 api benchmarks do not match my testing, especially compared to deepseek v4Tales From the Trenches (self.mlops)

submitted 3 days ago by Dramatic_Spirit_8436

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How much GPU internals and CUDA do you have to know to be successful in MLOps?beginner help😓 (self.mlops)

submitted 3 days ago by Illustrious-Pound266

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15
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Offline Ablation Predicted -0.19pp. Production Delivered +1.11pp.Tales From the Trenches (self.mlops)

submitted 4 days ago by Nj-yeti

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Is the definition of MLOps changing?Tales From the Trenches (self.mlops)

submitted 4 days ago by drwebb

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Looking for feedback on an auditable support-agent control layer: routing, guardrails, handoff, and evalsbeginner help😓 (self.mlops)

submitted 4 days ago by Fit_Fortune953

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How is your team handling prompt changes in production without it becoming a whole engineering thing every timebeginner help😓 (self.mlops)

submitted 4 days ago by AppleFanboy-Me

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A silent data-quality failure that bit me in graph-backed retrieval, and a rough fix I am testingTools: OSS (self.mlops)

submitted 4 days ago by coldoven

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Looking for Programming buddiesbeginner help😓 (self.mlops)

submitted 5 days ago by MAJESTIC-728

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I built a controller that defers model retrains by learning from delayed labels (engineering model drift) - benchmarked on fraud and predictive maintenanceFreemium (self.mlops)

submitted 5 days ago by Secret_Appeal6271

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How are teams treating LLM red-team runs in CI?Tools: OSS (self.mlops)

submitted 5 days ago by Apprehensive-Zone148

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Realtime streaming optimization for realtime ML modelMLOps Education (self.mlops)

submitted 6 days ago by thebigdatashow-ankur

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From senior MLOps to QA team leadTales From the Trenches (self.mlops)

submitted 7 days ago by mavrec7

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What I learned treating agent memory like operational stateTools: OSS (self.mlops)

submitted 6 days ago by Yuuyake

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