🧩 LLM Integration

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

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Natural language file search using local tiny LLMs (<1b): Model recommendations needed!
reddit.com·5h·
Discuss: r/LocalLLaMA
💸Affordable LLMs
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Olmo 3 and the Open LLM Renaissance
cameronrwolfe.substack.com·6h·
Discuss: Substack
🦙Ollama
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Probabilistic Graph Neural Inference for satellite anomaly response operations for low-power autonomous deployments
dev.to·1d·
Discuss: DEV
📉Model Quantization
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Your weekly reading from Web Directions to wrap up 2025
webdirections.org·18h
💬AI Code Assistants
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A shift towards engineering-native RL for coding agents
docs.getpochi.com·4h·
Discuss: Hacker News
📐Spec-Driven Development
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running Deepseek v32 on consumer hardware llama.cpp/Sglang/vLLm
preview.redd.it·1d·
Discuss: r/LocalLLaMA
💸Affordable LLMs
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Building intelligent physical AI: From edge to cloud with Strands Agents, Bedrock AgentCore, Claude 4.5, NVIDIA GR00T, and Hugging Face LeRobot
aws.amazon.com·2d
📱Edge AI
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I scored 100+ architectures on "Hardware Friction." Why KANs fry tensor cores and MoEs have a context trap.
reddit.com·6h·
Discuss: r/LocalLLaMA
🚀Performance
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Trajectory Is The Truth: My Five-Day Transformation Into an Agent Architect
kaggle.com·11h·
Discuss: DEV
💬AI Code Assistants
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Launch HN: Mentat (YC S16) – Controlling LLMs with Runtime Intervention
playground.ctgt.ai·6d·
Discuss: Hacker News
🦙Ollama
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We Evaluated 13 LLM Gateways for Production. Here's What We Found
dev.to·22h·
Discuss: DEV
💸Affordable LLMs
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How LLMs Think Like Clinicians
dochobbs.github.io·14h·
Discuss: Hacker News
🧩Mental Models
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Turning a Tinybox Green v2 into a Private AI Home Server
owain.bearblog.dev·1h·
Discuss: Hacker News
🦭Podman
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How AI Is Transforming the Adoption of Secure-by-Default Mobile Frameworks
engineering.fb.com·31m·
Discuss: Hacker News
💬Prompt Engineering
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Bayesian Neural Networks Under Covariate Shift: When Theory Fails Practice
github.com·22h·
Discuss: DEV
📱Edge AI
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Anthropic Skills. The Landscape for New Models and Architecture
dev.to·8h·
Discuss: DEV
💬Prompt Engineering
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Show: A deterministic agent runtime that works with small models (GPT-5-mini, GPT-4o-mini)
reddit.com·1d·
Discuss: r/LocalLLaMA
🔄Autonomous Agents
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Why 80% of Healthcare AI Pilots Die in Pilot: The Data Architecture Problem
dev.to·4h·
Discuss: DEV
📊Data Pipelines (ETL)
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📈Visualizing LLM Parameters: Temperature, Top-p, and Top-k in Action
dev.to·2h·
Discuss: DEV
🔧DSPy
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Show HN: Turn LinkedIn/GitHub into a personal website in 2 min (open-source)
github.com·7h·
Discuss: Hacker News
🌐IndieWeb
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