⚙️ AI Infrastructure - pwadstrom · Scour

From Jupyter Notebook to production: How to ship AI systems that actually work

🚢DevOps Automation

thenewstack.io··Hacker News

chipmates/agoracosmica: A Living Library You Can Talk To. Open-source educational platform with 30 historical figures from philosophy, science, art, mysticism, and activism. Stories, dialogues, AI conversation, multi-figure councils. Nonprofit, BYOK, self-hostable, no behavioral tracking.

🤖AI Code

github.com··Hacker News

Introducing the Third Generation of Apple’s Foundation Models

🧠AI Research

machinelearning.apple.com··Hacker News, r/apple

Best explanations of how LLMs work

🧠AI Research Blog

vorushin.github.io··Hacker News

Florian Brand, Prime Intellect research engineer, adopts Gemma 4 E4B 6-bit quantized as his primary local Mac LLM

🤖AI News

digg.com··Hacker News

TjWheeler/deep-memory: A GraphRAG implementation with a Vocabulary system to optimise AI integration

🧠Claude Code

github.com··Hacker News

Show HN: Zerostack, an open coding agent optimized for memory footprint

gi-dellav.github.io··Hacker News

Gemma 4 QAT models: Optimizing model compression for mobile and laptop efficiency

🧠Machine Learning News Blog

blog.google··Hacker News

Anthropic’s Series H and Draft S-1 Point to a Bigger Shift in Frontier AI

🧠Claude Blog

eido-askayo.blogspot.com··Hacker News

huawei-csl/KVarN: KVarN is a native vLLM KV-cache quantization backend for your agents: 3-5x more context, throughput above FP16, and FP16-level accuracy. Calibration-free, one flag.

🎆Firecracker Code

github.com··Hacker News

Introducing Granite Libraries and Project Granite Switch

⚡Query Optimization Blog

research.ibm.com··Hacker News

harshuljain13/llm-inference-at-scale: A Practitioner handbook for production llm serving.

🏗️System Design Code

github.com··Hacker News

Thousand Token Wood: shipping a multi-agent economy on a 3B model

🧠Machine Learning Blog

huggingface.co·

KJLdefeated/RL.cu: RLVR training for LLM in CUDA/C++

🧠Machine Learning Code

github.com··Hacker News

Less-relevant results

defai-digital/ax-engine: Apple Silicon LLM runtime supporting Gemma 4 and Qwen 3.6 MTP modes

🤖AI Code

github.com··Hacker News

mirkolenz/llmhop: Tiny, stateless Go router that dispatches OpenAI-compatible requests to single-model vLLM and sglang backends with zero external dependencies

🎆Firecracker Code

github.com··Hacker News

OpenEnv is now owned by HF, Torch, Prime Intellect, Unsloth, Modal, Mercor, and more! Use it for training agents.

🤖AI Blog

huggingface.co··Hacker News, r/LocalLLaMA

ninoxAI/nightwatch: Open-source, local-first, read-only AI SRE: clusters alert storms, investigates root cause over your live systems, proposes human-gated fixes.

🧠Claude Code

github.com··Hacker News

Shrivastava-Aditya/boolean-algebra-engine: Deterministic boolean algebra engine — evaluates expressions, detects contradictions, audits logic rules. MCP server, NL layer, REST API, CLI, Streamlit UI.

🧠Claude Code

github.com··Hacker News, r/LLM

Show HN: CLI for scoring OpenAPI for LLM legibility

🧠Claude Code

github.com··Hacker News

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