Ask HN: What are your best Claude hacks?
A Hacker News user asked the community to share their best Claude hacks, highlighting a workflow of uploading research papers to Claude to create a temporary domain expert.
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A Hacker News user asked the community to share their best Claude hacks, highlighting a workflow of uploading research papers to Claude to create a temporary domain expert.
Snowflake's AI Data Cloud enables agentic AI systems with persistent memory, allowing AI agents to accumulate experience across interactions and evolve from reactive tools into adaptive participants. By storing structure…
A data analyst published a five-component ROI framework for measuring the hidden costs of AI-generated insights, including time recapture and delayed-action cost reduction, in a guide to autonomous data pipelines on Towa…
Local AI servers fail to answer company-specific questions because they lack access to business data. RAG (Retrieval Augmented Generation) and MCP (Model Context Protocol) solve this by giving AI permanent, private acces…
Amazon Bedrock AgentCore, generally available since late 2025, enables developers to deploy AI agents in four commands using any framework and model, handling operational infrastructure like session management, authentic…
Production AI systems are evolving into distributed systems as they incorporate retrieval, orchestration, memory, and tool services, shifting engineering challenges from model performance to state management, routing, an…
Developers are granting Claude agents unrestricted shell access without considering security risks, warns a new article on Towards AI. The piece highlights four critical permission controls that developers should impleme…
Researchers have developed a curriculum-grounded LLM-as-Judge pipeline for automated marking of exam questions, co-developed with an industrial partner. The system uses authorized curriculum artefacts and marking guideli…
Researchers introduced the first foundation model-orchestrated workflow for crash safety design, enabling surrogate-assisted pedestrian protection exploration that reduces evaluation time from hours to seconds. The workf…
Researchers introduced Edge-TSR, a continuous edge inference system for roadside perception on the NVIDIA Jetson Orin Nano, finding that benchmark-centric evaluation overstates performance by 20-30% compared to real-worl…
Researchers introduced PromptMN, a pseudo-prompting domain-specific language that annotates natural language with compact typed directives to reduce context ambiguities in human-AI interactions. The language was evaluate…
Researchers introduced DeepInsight, a unified evaluation infrastructure for Physical AI stacks that spans operators across three orders of magnitude, from foundation-model decoding to whole-body control. The system prese…
Ray Data LLM, a library for large-scale batch inference, achieves 2x throughput over vLLM's synchronous LLM engine in production-scale workloads by optimizing hardware utilization and providing fault tolerance. The syste…
McKinsey's June 2026 analysis finds that 75% of advertisers expect AI to increase total media spend, with one-third forecasting at least a 10% ROAS increase. Over 50% say AI has reshaped discovery and consideration, whil…
Microsoft is evaluating DeepSeek's AI models for integration into its Copilot Cowork platform, according to sources familiar with the discussions. The move could provide a cost-effective alternative to OpenAI's models fo…
A developer uses Qwen Code, an open-source agentic coding CLI, to build Achu, a desktop screenshot beautification app built with Electron, React, and TypeScript. The workflow relies on slash commands like /init, /plan, /…
Ax, a new open-source tool, monitors coding agent sessions to identify repeated mistakes and generate repo-specific fixes. Built by Necmttn, it runs locally with SurrealDB and aims to improve agent performance by turning…
A developer created a Chrome extension called GPTDisguise that disguises AI chatbots like Claude and ChatGPT as a Google Doc, allowing users to interact with AI in public without drawing attention. The extension provides…
Loomcycle, an open-source sidecar runtime for AI agents, has reached v1.0 under the Apache-2.0 license. The Go binary provides a hardened agent loop, MCP support on both sides, multi-replica high availability, and runs a…
An attacker hijacked a Mastra maintainer's account and republished 116 packages in the @mastra catalog over 27 minutes, adding a hidden dependency on the typosquat package easy-day-js. The malicious package disables TLS …