#prompt sharing
784 related articles
·5 min
LLM Reasoning Chains Stolen: Deep Dive into Architecture-Level Vulnerabilities Across Three Major AI Providers
Deep analysis of a security paper revealing architecture-level vulnerabilities in Anthropic, OpenAI, and Google's encrypted reasoning chains, covering decryption jailbreak attacks, distillation theft, privacy leaks, and Agent prompt injection.
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·4 min
Codex in Practice: A Complete Path for Ordinary People to Monetize Side Projects with AI Programming
A complete guide on using Codex and AI programming tools to build monetizable products from scratch, covering the 5-stage AI user model, four monetization paths, and Vibe Coding methodology.
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·3 min
DeepSeek Harness Explained: An Agent Runtime Where Everything Is a Plugin
Deep dive into DeepSeek Harness (DSH): its Agent=Model+Harness formula, Cordis plugin system, four runtime modes, and Trajectory traceability for modular Agent development.
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·3 min
Hermes Agent Goes Viral: A Deep Dive into the Self-Evolving AI Agent
Deep dive into Hermes Agent, the open-source AI Agent framework with 120K+ GitHub stars, featuring self-learning loops, long-term memory, and low Token consumption.
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·3 min
Plagiarism Clouds Over AI Open Source Projects: Beware the Code Reskinning Epidemic
Analyzing code reskinning and plagiarism in AI open source projects, covering license compliance, community oversight, DMCA mechanisms, and provenance tools with practical tips for developers.
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·3 min
AI-Powered Vulnerability Discovery in Practice: A Complete Guide to LLM Security Applications
A deep dive into LLM applications in cybersecurity offense and defense, covering AI code auditing, automated vulnerability discovery, CTF Agents, and more, with tool selection guides and compliance guidelines.
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·4 min
Five Stages of Agent Evolution: From Model Calls to DeepAgents — A Deep Dive
A detailed breakdown of five evolutionary stages of AI agent development, from simple API calls to DeepAgents multi-agent architecture, helping developers understand the full progression and make informed choices.
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·3 min
Codex vs Claude Code Real-World Comparison: Efficiency and Quality Differences When Building Apps from the Same Prompt
Real-world test comparing Codex and Claude Code building a Typeform alternative from the same prompt, revealing major differences in quality, efficiency, and cost.
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·3 min
Building a Bouldering Analysis Tool with Computer Vision: A New Paradigm Where VLM Prompts Replace Model Training
A climbing enthusiast built a bouldering analysis tool using VLM Orion, ViTPose+, and RT-DETR — segmenting holds via natural language prompts instead of training custom models, showcasing a new AI development paradigm.
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·3 min
Midjourney for Tone-Setting + NB Pro for Consistency: An AI Short Film Workflow Breakdown
Breakdown of a Reddit filmmaker's AI workflow: Midjourney for visual tone and world-building, then Nano Banana Pro and GPT Image for cross-shot character consistency.
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·3 min
GitHub Daily · August 22: The Rise of Agent Meta-Frameworks and Local-First AI Workbenches
GitHub Trending Aug 22: Agent meta-framework ruflo leads with 68K+ stars, Apache Maka pioneers local-first Agent governance, signaling AI's shift to orchestration and observability.
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·3 min
Deep Dive into DeepSeek Harness: A Customizable AI Engine for Test Engineers
Deep analysis of DeepSeek Harness engine's plugin mechanism and Skill system, exploring how engineering governance solves AI test output management challenges.
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·3 min
The Double Standard of Data Scraping: Aaron Swartz Was Prosecuted While Meta Walks Free
Aaron Swartz faced 35 years for downloading academic papers while Meta scrapes copyrighted content for AI training with impunity. An analysis of data scraping's judicial double standard.
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·3 min
EMNLP 2026 Acceptance Notification Countdown: Understanding the NLP Top Conference Review Process and Research Trends
EMNLP 2026 acceptance notifications are imminent. This article analyzes the NLP top conference peer review process, research trend shifts in the LLM era, and offers practical advice for researchers.
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·2 min
Google Timeline Visualizer: Turn Your Google Location History into Annual Travel Maps
google-timeline-visualizer is an open-source tool that transforms Google Location History data into beautiful annual travel maps with local processing and full privacy control.
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·3 min
Agentic AI Meets RAG, LLM, and RL: A Complete Guide to the AI Agent Technology Stack
Deep dive into how Agentic AI integrates with RAG, LLM, and RL. Explore the agent tech stack's architecture, deployment challenges, and future trends for building production-grade AI applications.
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·2 min
AI-Generated Video Thumbnails in Practice: Layered Prompts to Break Free from Template Design
Bilibili creator Qiye shares a complete methodology for AI-generated video thumbnails, revealing how layered prompt decomposition avoids the AI template look, with reusable prompt templates.
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·4 min
Reframing Low-Resource Machine Translation with POMDP: Designing a Bengali Translation Agent
Explore how POMDP remodels low-resource machine translation for Bengali, combining MBR decoding and active disambiguation to tackle ambiguity, code-mixing, and speech noise.
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·3 min
OneCLI: Open-Source Sandboxed AI Agent Framework Solving Team Collaboration Security Challenges
OneCLI is a YC S26 open-source sandboxed AI Agent framework designed for teams. This article analyzes its sandbox isolation, team governance, and enterprise AI Agent security value.
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·3 min
Codex Desktop Complete Guide for Beginners: From Installation to Deployment
Complete guide to the Codex/ChatGPT desktop client covering installation, project management, multi-task parallelism, plugins & skills, office automation, and one-click deployment for beginners.
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