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HN tosh 4/6/2026

DLPack

DLPack standard for cross-framework in-memory data structure exchange; enables interop between NumPy, PyTorch, and other ML systems.

HN futurecat 4/6/2026

Career-Ops: How I Built My Own AI Job Search Tool

Multi-agent system using Claude for job search automation. Scores offers across 10 dimensions, generates ATS-optimized resumes, automates applications with human-in-the-loop.

HN XzetaU8 4/6/2026

Euro-Office – Your sovereign office

Web-based collaborative document editing suite for spreadsheets, documents, and presentations with sovereign deployment options.

HN subset 4/6/2026

GPU Memory for LLM Inference (Part 1)

Technical guide on GPU memory optimization for running Llama-70B with 1M token context. Explains math and parallelism bottlenecks.

HN signa11 4/6/2026

ELF and Dynamic Linking

Technical explanation of ELF binary format and dynamic linking process in Unix-like operating systems.

HN eigenBasis 4/6/2026

Continual Learning for AI Agents

Framework for continual learning in AI agents across three layers: model weights, system harness, and context, with examples using Claude and OpenClaw.

HN tombert 4/6/2026

Stop Pushing AI Generated Code to Git

Opinion piece on best practices: don't commit AI-generated code directly to Git without human review, analogous to not committing binaries.

HN handfuloflight 4/6/2026

Hierarchical-Context-Compressor

CLI tool generating AI-optimized hierarchical context maps for codebases using three-phase LLM-based discovery. Open source, GitHub Actions compatible.

Ax Xiaohang Nie, Zihan Guo, Zicai Cui, Jiachi Yang, Zeyi Chen, Leheyi De, Yu Zhang, Junwei Liao, Bo Huang, Yingxuan Yang, Zhi Han, Zimian Peng, Linyao Chen, Wenzheng Tom Tang, Zongkai Liu, Tao Zhou, Botao Amber Hu, Shuyang Tang, Jianghao Lin, Weiwen Liu, Muning Wen, Yuanjian Zhou, Weinan Zhang 4/6/2026

Holos: A Web-Scale LLM-Based Multi-Agent System for the Agentic Web

Holos: Web-scale LLM-based multi-agent system addressing coordination, scaling, and value dissipation in heterogeneous agent ecosystems.

Ax Xue Liu, Xin Ma, Yuxin Ma, Yongchang Peng, Duo Wang, Zhoufutu Wen, Ge Zhang, Kaiyuan Zhang, Xinyu Chen, Tianci He, Jiani Hou, Liang Hu, Ziyun Huang, Yongzhe Hui, Jianpeng Jiao, Chennan Ju, Yingru Kong, Yiran Li, Mengyun Liu, Luyao Ma, Fei Ni, Yiqing Ni, Yueyan Qiu, Yanle Ren, Zilin Shi, Zaiyuan Wang, Wenjie Yue, Shiyu Zhang, Xinyi Zhang, Kaiwen Zhao, Zhenwei Zhu 4/6/2026

Xpertbench: Expert Level Tasks with Rubrics-Based Evaluation

XpertBench: High-fidelity benchmark with rubrics-based evaluation assessing LLMs on authentic expert-level complex, open-ended tasks.

Ax Anugyan Das, Omkar Ghugarkar, Vishvesh Bhat, Asad Aali 4/6/2026

Compositional Neuro-Symbolic Reasoning

Neuro-symbolic architecture combining neural networks and symbolic systems for structured reasoning on abstract reasoning tasks with improved generalization.