🧩 LLM Integration

Local model deployment, model quantization, inference optimization, edge deployment

Beyond the Black Box: Making LLM Decoding Truly End-to-End
dev.to·5h·
Discuss: DEV
📖Digital Hermeneutics
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A Beginner’s Guide to Getting Started with add_messages Reducer in LangGraph
langcasts.com·13h·
Discuss: DEV
💸Affordable LLMs
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Your Transformer is Secretly an EOT Solver
elonlit.com·17h·
Discuss: Hacker News
📉Model Quantization
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Anyone else running their whole AI stack as Proxmox LXC containers? Im currently using Open WebUI as front-end, LiteLLM as a router and A vLLM container per mod...
i.redd.it·12h·
Discuss: r/LocalLLaMA
🏠Self-hosting
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Context-Bench: Benchmarking LLMs on Agentic Context Engineering
letta.com·3h·
Discuss: Hacker News
💬Prompt Engineering
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Minimax pre-training lead explains why no linear attention
reddit.com·1d·
Discuss: r/LocalLLaMA
📉Model Quantization
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On Epistemic Uncertainty of Visual Tokens for Object Hallucinations in LargeVision-Language Models
paperium.net·41m·
Discuss: DEV
🖼️Dual Coding
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Building AI-Powered APIs in Minutes, Not Months
dev.to·18h·
Discuss: DEV
💸Affordable LLMs
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Show HN: Everything it took to run an LLM at 10k tok/s on H200s
relace.ai·2d·
Discuss: Hacker News
💸Affordable LLMs
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Where to Buy or Rent GPUs for LLM Inference: The 2026 GPU Procurement Guide
bentoml.com·8h·
Discuss: Hacker News
💸Affordable LLMs
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Understanding the LlmTornado Codebase: Multi-Provider AI Integration
dev.to·1d·
Discuss: DEV
🦙Ollama
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Vercel AI SDK 6 Beta
v6.ai-sdk.dev·7h·
Discuss: Hacker News
💬AI Code Assistants
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Don't Just Fine-tune the Agent, Tune the Environment
paperium.net·7h·
Discuss: DEV
📐Spec-Driven Development
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Beyond the Hype: The Hidden Economics of AI Inference
dev.to·1h·
Discuss: DEV
📉Model Quantization
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Thought Engineering
pranavc28.github.io·19h·
Discuss: Hacker News
🔍RAG
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A Senior Developer's Guide to the Model Context Protocol
dev.to·1h·
Discuss: DEV
💸Affordable LLMs
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Introducing SWE-1.5: Our Fast Agent Model
simonwillison.net·1d
💬Prompt Engineering
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From Lossy to Lossless Reasoning
manidoraisamy.com·4h·
Discuss: Hacker News
🔧DSPy
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SPG: Sandwiched Policy Gradient for Masked Diffusion Language Models
paperium.net·3h·
Discuss: DEV
🔧DSPy
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How to design effective agent workflows?
boliv.substack.com·2h·
Discuss: Substack
💬AI Code Assistants
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