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AI Eval FAQs; June 2025. AI Evals Flashcards EvalOps EvalOps is the control plane for AI evaluation and routing. It helps teams compare LLMs, track performance, and automatically send each request to the best LLM. EvalOps turns evals into…

Sphinx is a powerful documentation generator that supports multiple programming languages and markup formats. It is widely used in the Python community and is the documentation generator for many popular Python projects. Furo -- A clean…

Context Engineering is building dynamic systems to provide the right information and tools in the right format such that the LLM can plausibly accomplish the task. Should consider Context Engineering as an evolved form of Prompt…

Documentation software - things like sphinx, mkdocs, Docusaurus etc Zensical aims to be a replacement for mkdocs which has not seen updates since 2024. outline/outline: The fastest knowledge base for growing teams. Beautiful, realtime…

Harry Goldstein, professor at the University at Buffalo, explores the programming language Lean as more than just a proof assistant. In this talk, he walks through how Lean enables powerful metaprogramming and live programming features, allowing developers to define new syntax, build interactive widgets, and reshape their development experience directly in the language. This is a look at how a simple language design can support complex workflows and why other languages might want to catch up.

ollama is a lightweight, open-source AI inference engine that allows users to run large language models on their desktops. FlowDown AI/LLM client application designed to provide users with an efficient AI interaction experience on the…

You can use the exiftool (available on MacOS and other Unixes) to remove GPS information etc from your photos. Original Image with embedded EXIF data Altered Image with reduced EXIF data

Rerankers and Two-Stage Retrieval | Pinecone Boosting Your Search and RAG with Voyage’s Rerankers – Voyage AI A reranker is often used as a refinement step in a two-stage retrieval system. In the first stage, embedding-based methods (or…

Word Embedding Analysis -- provides semantic analysis tools based on high-dimensional vector space word embeddings, combining updated features. You can play around the online tools to see how the different techniques work. What are…

good explanation of ColBERT

Karpathy on Dec 25, 2025 on X: I've never felt this much behind as a programmer. The profession is being dramatically refactored as the bits contributed by the programmer are increasingly sparse and between. I have a sense that I could be…

programming langauge with Perl ancestry

Albert Jay Nock

someone quoted his name in relation to: https://x.com/amuse/status/1932869384059359387

Patterns, Predictions, and Actions by Moritz Hardt and Benjamin Recht; PDF, problem sets. Learning Theory from First Principles by Francis Bach. Foundations of Machine Learning by Mehryar Mohri. Understanding Machine Learning: From Theory…

agentic LLM for software engineering tasks. Devstral is built under a collaboration between Mistral AI and All Hands AI 🙌, and outperforms all open-source models on SWE-Bench Verified by a large margin. We release Devstral under the Apache 2.0 license.

Open Source Agents for Developers
Use AI to tackle the toil in your backlog, so you can focus on what matters: hard problems, creative challenges, and over-engineering your dotfiles

Via Four years of running a SaaS in a competitive market - Max Rozen The Mom Test by Rob Fitzpatrick Deploy Empathy by Michele Hansen Badass: Making Users Awesome by Kathy Sierra The SaaS Playbook by Rob Walling Via Merri Cronk of Frannet…