🧠 LLM - nate_dkz · Scour

ashp15205/guardian-runtime: A zero-latency, local-first runtime firewall for LLMs. Intercept every prompt and response locally to stop data leaks and runaway token costs.

🤖ChatGPT Code

github.com··Hacker News

What an LLM Actually Does With Your Prompt First

siliconopera.com·

Casual experiment hint that models seem to search for different stuff

spock.is··Hacker News

Show HN: The Deterministic Core Architecture for AI-Augmented Applications

🛠️Developer Tools

brandonbellsystems.com··Hacker News

Introducing Granite Libraries and Project Granite Switch

💬Prompt Engineering Blog

research.ibm.com··Hacker News

raeudigerRaeffi/riddlerun: An open source agentic end2end testing tool for your webpages

🤖AI Code

github.com··Hacker News, r/OpenAI

manavgup/context-analyzer: Context window usage analyzer for Claude Code — MCP server + interactive dashboard

💬Prompt Engineering Code

github.com··Hacker News

vishal-dehurdle/state-harness: Runtime safety net for LLM agents. Detects token spirals, kills doomed tasks early, tells you exactly why. Rust core, Python SDK. pip install state-harness

🤖AI Code

github.com··Hacker News

Less-relevant results

KaiFelixBennett/gemma4-turboquant-rdna4: Run Gemma-4-31B at full 256K context on a $1,400 AMD RDNA4 GPU (gfx1201): TurboQuant KV cache + HIP-graph-safe Flash-Attention for llama.cpp, fully measured on real hardware.

🧠LLMs Code

github.com··Hacker News

tenurehq/precisionMemBench: Precision-aware retrieval benchmark for LLM memory systems.

🤖AI Code

github.com··Hacker News

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

🤖AI Code

github.com··Hacker News

GraphRAG – a knowledge graph LLMs can traverse and write back to

💻CLI Tools Code

github.com··Hacker News

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