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- Stop generating what you already have (aazar.me)
- Horcrux – Distributed, Zero-Trust Secret Manager (github.com)
- Lattice Deduction Transformers (arxiv.org)
- Beyond Semantic Similarity (arxiv.org)
- In Defense of Boring Technology (aazar.me)
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RightSize runs your prompt against candidate models (Kimi, GLM, Qwen, Gemma etc.) in parallel via OpenRouter. Then it uses a stronger model as a Judge to score accuracy against a baseline model. Happy to answer…
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I keep seeing teams use frontier models for tasks a regex or a 4B model could do cheaper and faster. This repo is a collection of opinionated patterns and heuristics to help you rethink the architecture of your AI…
- Stop using JSON for LLM structured output (nehmeailabs.com)
- Show HN: Surf – open-source Web Access for LLMs (github.com)
SURF (Search Utility & Reading Framework) is an open-source API that bridges LLMs with the web. It provides a standardized interface for web search and content processing that preserves formatting of tables, code, and…