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Airut: Run Claude Code Tasks from Email and Slack with Isolated Sandboxes
Dev.to · gentic news 2w ago
Airut: Run Claude Code Tasks from Email and Slack with Isolated Sandboxes
Airut is an open-source system that lets you trigger and manage Claude Code tasks via email/Slack threads, with full container isolation and credentia
How to Connect Your Claude Code Scripts to Notion with the Official MCP Server
Dev.to · gentic news 2w ago
How to Connect Your Claude Code Scripts to Notion with the Official MCP Server
Use the official Notion MCP server to log your AI script's output directly to a Notion database, creating a real-time dashboard without writing API ca
arXiv Survey Maps KV Cache Optimization Landscape: 5 Strategies for Million-Token LLM Inference
Dev.to · gentic news 2w ago
arXiv Survey Maps KV Cache Optimization Landscape: 5 Strategies for Million-Token LLM Inference
A comprehensive arXiv review categorizes five principal KV cache optimization techniques—eviction, compression, hybrid memory, novel attention, and co
How AI is Impacting Five Demand Forecasting Roles in Retail
Dev.to · gentic news 2w ago
How AI is Impacting Five Demand Forecasting Roles in Retail
AI is transforming demand forecasting, shifting roles from manual data processing to strategic analysis. The article identifies five key positions bei
Claude Code's Deny List Bypass: How to Protect Your Codebase from Compound Commands
Dev.to · gentic news 2w ago
Claude Code's Deny List Bypass: How to Protect Your Codebase from Compound Commands
Claude Code's deny lists only check the first token of compound commands, allowing dangerous actions like 'git clean' to slip through. Here's how to p
How This Developer Built a Production-Ready RAG System with Claude Code in One Weekend
Dev.to · gentic news 2w ago
How This Developer Built a Production-Ready RAG System with Claude Code in One Weekend
A developer used Claude Code to create a structured JSON-to-PDF knowledge base with 105 quotes, demonstrating how to build RAG-ready datasets faster t
Google's TurboQuant Cuts LLM KV Cache Memory by 6x, Enables 3-Bit Storage Without Accuracy Loss
Dev.to · gentic news 2w ago
Google's TurboQuant Cuts LLM KV Cache Memory by 6x, Enables 3-Bit Storage Without Accuracy Loss
Google released TurboQuant, a novel two-stage quantization algorithm that compresses the KV cache in long-context LLMs. It reduces memory by 6x, achie
LLM-Based System Achieves 68% Recall at 90% Precision for Online User Deanonymization
Dev.to · gentic news 3w ago
LLM-Based System Achieves 68% Recall at 90% Precision for Online User Deanonymization
Researchers demonstrate that large language models can effectively deanonymize online users by analyzing their writing style and content across platfo
OXRL Study: Post-Training Algorithm Rankings Invert with Model Scale, Loss Modifications Offer Negligible Gains
Dev.to · gentic news 3w ago
OXRL Study: Post-Training Algorithm Rankings Invert with Model Scale, Loss Modifications Offer Negligible Gains
A controlled study of 51 post-training algorithms across 240 runs finds algorithm performance rankings completely invert between 1.5B and 7B parameter
AIGQ: Taobao's End-to-End Generative Architecture for E-commerce Query Recommendation
Dev.to · gentic news 3w ago
AIGQ: Taobao's End-to-End Generative Architecture for E-commerce Query Recommendation
Alibaba researchers propose AIGQ, a hybrid generative framework for pre-search query recommendations. It uses list-level fine-tuning, a novel policy o