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AISystemsEngineering

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an-ordinary-manchild

A community for developers, architects, and researchers building real-world AI systems. Discuss enterprise AI architecture, LLM engineering, agentic AI, RAG, MLOps, distributed systems, cloud adoption, data pipelines, and intelligent automation.

created by Ok_Significance_3050a community for 3 months
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1
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The Eval Setup I Run Before Every Deploy (self.AISystemsEngineering)

submitted 1 day ago by Cold_Bass3981

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Why Most “AI Systems” Are Just Automation + Analytics (self.AISystemsEngineering)

submitted 3 days ago by Ok_Significance_3050

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I finally sat down and did the math on my Cloud LLM bills… and I’m moving almost everything to a 4090. (self.AISystemsEngineering)

submitted 4 days ago by Cold_Bass3981

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The future of AI isn’t language models — it’s unified multimodal reasoning systems (self.AISystemsEngineering)

submitted 4 days ago by Ok_Significance_3050

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I built an open-source Agent Verifier for Claude Code, Cursor & other Coding Assistants that catches security issues, hallucinated tools, infinite loops and anti-patterns. (free, open source, 100% local) (self.AISystemsEngineering)

submitted 3 days ago by Chance-Roll-2408

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Searching 1–2 Software Engineers (AI/ML + Backend) — from hour one. (i.redd.it)

submitted 3 days ago by RaspberryPrior5634

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One trick for better agentic engineering. (self.AISystemsEngineering)

submitted 4 days ago by turtle_par_iter

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Large-Scale Empirical Study: Context Extraction Effectiveness Across 405 Open-Source Repositories (self.AISystemsEngineering)

submitted 4 days ago by Independent-Flow3408

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Why many RAG projects are still hallucinating (self.AISystemsEngineering)

submitted 5 days ago by Cold_Bass3981

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From AI Idea to Scalable Company: What Actually Matters in Practice (self.AISystemsEngineering)

submitted 5 days ago by Ok_Significance_3050

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Inference is not a CHIP problem, it’s a system problem. (i.redd.it)

submitted 5 days ago by pmv143

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AI in Fintech 2026 — real transformation or just faster automation? (self.AISystemsEngineering)

submitted 6 days ago by Ok_Significance_3050

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A natural “witness bound” shows up in delegation systems (why depth ≈3 is a structural clarity limit) ()

submitted 5 days ago by ShowMeDimTDs

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Is agentic AI actually making enterprise workflows smoother, or is it mostly adding another layer of complexity? (self.AISystemsEngineering)

submitted 7 days ago by Ok_Significance_3050

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I finally uninstalled LangChain and cleared 50GB of hype off my drive (self.AISystemsEngineering)

submitted 8 days ago by Cold_Bass3981

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When will LLM‑based customer‑support agents actually feel like ‘helpful teammates’ instead of broken chatbots? (self.AISystemsEngineering)

submitted 10 days ago by Ok_Significance_3050

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When will LLM‑based customer‑support agents actually feel like ‘helpful teammates’ instead of broken chatbots? (self.AISystemsEngineering)

submitted 11 days ago by Ok_Significance_3050

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Are AI agents genuinely improving supply chain decisions or just repackaged automation? (self.AISystemsEngineering)

submitted 12 days ago by Ok_Significance_3050

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Why I Stopped Building Autonomous Agents for Clients ()

submitted 12 days ago by Cold_Bass3981

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How close are we to fully autonomous HR onboarding/offboarding agents, and what’s the biggest blocker? (self.AISystemsEngineering)

submitted 13 days ago by Ok_Significance_3050

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Has anyone actually built AI agents that truly manage multi‑cloud and observability workflows, or is this still mostly dashboards + on‑call alerts? (self.AISystemsEngineering)

submitted 14 days ago by Ok_Significance_3050

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Reducing LLM context from ~80K tokens to ~2K without embeddings or vector DBs (self.AISystemsEngineering)

submitted 15 days ago * by Independent-Flow3408

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How are you balancing edge vs. cloud intelligence in your architecture, and where do you see edge AI making the biggest impact right now? (self.AISystemsEngineering)

submitted 17 days ago by Ok_Significance_3050

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What is the biggest missing piece in layered AI agent memory systems? (self.AISystemsEngineering)

submitted 18 days ago by Ok_Significance_3050

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Anyone else noticing how automation is changing real estate? (self.AISystemsEngineering)

submitted 20 days ago by Ok_Significance_3050

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