Resource Tracking, Substructural Types, Use-Once Semantics, Session Types

A new SQL-powered permissions system in Datasette 1.0a20
simonwillison.net·14h
📋Souffle Datalog
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Attention ISN'T all you need?! New Qwen3 variant Brumby-14B-Base leverages Power Retention technique
venturebeat.com·16h
🏰Capability Machines
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Labs for Broke – EKS for Pennies
georgedeblog.com·1d·
Discuss: Hacker News
🖥️Minimal VMs
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Swift 6.2: Approachable Concurrency
mjtsai.com·1d
🦉Swift Interpreters
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Creating a Linux Application Using VSCodium, Cline, OpenRouter, and Claude
taosecurity.blogspot.com·1d·
🔗Language Toolchains
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I love my NAS, but I’m tired of maintaining it
xda-developers.com·12h
🛡️Capability VMs
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Information Gain-based Policy Optimization: A Simple and Effective Approach forMulti-Turn LLM Agents
paperium.net·1d·
Discuss: DEV
🪜Recursive Descent
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A Friendly Tour of Process Memory on Linux
0xkato.xyz·1d·
Discuss: Hacker News
🗺️Memory Mapping
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AI Function Calling: Composing and Decomposing Functions for Complex Tasks
lightcapai.medium.com·17h·
Discuss: Hacker News
🔗Lexical Scoping
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'No Free Lunch: Deconstruct Efficient Attention with MiniMax M2'
lmsys.org·1d
🗺️Region Inference
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Networking in the Standard Library is a terrible idea
reddit.com·1d·
Discuss: r/cpp
🌉Cross-Platform FFI
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MedRECT: A Medical Reasoning Benchmark for Error Correction in Clinical Texts
arxiv.org·1d
🌱Minimal ML
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What Is Serverless? A Beginner’s Guide to AWS Lambda & Event-Driven Architectures
dev.to·1d·
Discuss: DEV
📋Task Queues
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I made a tensor runtime & inference framework in C (good for learning how inference works)
github.com·2d·
🐪MinCaml
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Aligning LLM agents with human learning and adjustment behavior: a dual agent approach
arxiv.org·1d
🔍ML Language
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Solving a problem with mindware
lesswrong.com·1d
🏰Capability Machines
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Helios-Engine ,Why I Built Another LLM Agent Framework (And Why You Might Actually Care)
dev.to·1d·
Discuss: DEV
🪆Embedded DSLs
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v2.0.11: ## Major changes in 2.0
github.com·1d
💬Error Messages
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Amelie 0.7.0 is out with support of User-Defined Functions
github.com·23h·
Discuss: Hacker News
Interpreter Optimization
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