Data Modeling

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Metadata in Malloy: Annotations and Tags (2025)

 📊Algorithms  Content type: Blog  Content type: Reference
docs.malloydata.dev··Hacker News

The Surprising Truth About AI-Native Semantic Layers

 🤖Anthropic Claude  Content type: Blog
motherduck.com·

Thank you, Sebastian Malloy

 🌐IndieWeb  Content type: Blog
explicatingelle.bearblog.dev·

The Smallest Brain You Can Build: A Perceptron in Python

 🧠Neuromorphic Chips  Content type: Blog
ranpara.net··Hacker News

benseverndev-oss/goldenmatch: Zero-config entity resolution that scales from a CSV to 100M+ rows on a Ray cluster (verified: 100M deduped in 213s, 0.30 GB driver). Fuzzy + exact + probabilistic dedupe, identity graph, PPRL, LLM boost. Python + full TypeScript port; SQL-native in PostgreSQL & DuckDB; MCP/REST servers, dbt + Airflow recipes.

 🤖Automation  Content type: Code
github.com··Hacker News

Evidence-Grounded Ensemble Diagnosis of 802.11 Packet Captures: A Multi-Stage Pipeline with Deterministic Reliability Scoring

 🌐Network Security  Content type: Academic
arxiv.org·

Beyond the Semantic Layer: Building a Context Layer for the Agentic Era

 🤖AI agents  Content type: Blog
kaelio.com··Hacker News

yv1ing/Z3r0: A controlled multi-agent workbench for authorized security assessment, code auditing, internal review, and controlled research.

 🤖AI agents  Content type: Code
github.com··Hacker News, Hacker News

Database as a Graph for Relational Deep Learning

 🗄️Database Design
neovintage.org··Hacker News

URL Parser Tester

 🌐Network Protocols
timothygu.me··Lobsters

Show HN: RepoSignal scores GitHub repos for adoption risk. No AI, no servers

 🌟cool github projects  Content type: Code
github.com··Hacker News

Symbolica 2.0: programmable symbols, JIT evaluators, and type-erased callbacks in Rust

 🔍Query Compilers
symbolica.io··Lobsters, Hacker News, r/rust

I stopped using most of Rust’s advanced features for my ML library

 🔥PyTorch  Content type: Code
github.com··r/rust

How LLMs Actually Work: A Friendly Map for Humans • oreoro

 🤖LLMs
oreoro.github.io··Hacker News

Introducing Gemma 4 12B: a unified, encoder-free multimodal model

 🤖AI agents  Content type: Blog
blog.google··DEV, Hacker News, r/LocalLLaMA

𝜇⁢𝜆⁢ϵ⁢𝛿-Calculus: A Self Optimizing Language that Seems to Exhibit Paradoxical Transfinite Cognitive Capabilities

 λFunctional Programming  Content type: Academic
arxiv.org··Lobsters

Matrix – An installable Python CLI package for cross-device session jumping

 🧠AI  Content type: Code
github.com··Hacker News

Show HN: SonoVault Music Metadata API for Builders

 🔌API Design
sonovault.now··Hacker News

Higgs Audio v3 TTS 4B. Built for voice chat. Support 100 languages and inline control.

 🗣️Speech Synthesis
huggingface.co··Hacker News, r/LocalLLaMA

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

 🤖Automation
thenewstack.io··Hacker News

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