#academic paper automation

81 related articles

Jul 27, 2026·2 min

Claude as Music Partner: The AGI Moment of AI Paired Creation

A developer added a DAW to their agentic dev environment with Claude, then paired with AI to finish music — experiencing a true AGI moment in creative collaboration.

Jul 27, 2026·4 min

Underrated Self-Hosting Gems: A Roundup of Niche but Powerful Open-Source Tools

Discover underrated niche self-hosted open-source tools across bookmarks, passwords, document archiving, knowledge bases, and dashboards, with deployment tips.

Jul 25, 2026·2 min

Multi-Agent Collaborative Paper Writing System: End-to-End Automation with FastAPI + Vue 3

An in-depth look at an intelligent paper writing platform built on FastAPI + Vue 3, combining LLM, RAG, and multi-Agent collaboration for full-process automation—an excellent case study for AI developers.

Jul 25, 2026·3 min

Zhipu's Mobile AI Agent Tested: A Full Breakdown of the Cloud Phone Approach — Capabilities and Limitations

Hands-on test of Zhipu's mobile AI Agent: using a cloud phone to bypass permission limits, it supports natural language-driven automation. We cover its core mechanics, real performance, app restrictions, and future potential.

Jul 24, 2026·3 min

Multi-Agent AI Paper Writing System: A Full-Stack Breakdown of FastAPI + Vue3

A deep dive into an AI paper writing system built with FastAPI + Vue3, covering multi-agent collaboration, RAG, streaming output, and full academic workflow automation.

Jul 24, 2026·7 min

Auditing Cryptographic Libraries with AI: What We Found in Cloudflare's CIRCL

An in-depth look at using AI LLMs to audit Cloudflare's open-source cryptographic library CIRCL, covering constant-time detection, side-channel vulnerabilities, and human-AI collaboration.

GitHub Daily · July 22: Financial Foun…

Jul 22, 2026·3 min

GitHub Daily · July 22: Financial Foundation Model Kronos Leads, Architecture Visualization and the Claude Skills Ecosystem Soar

GitHub Trending July 22: Kronos brings the foundation model paradigm to finance, awesome-claude-skills tops with 70K stars, plus LikeC4 architecture-as-code and Rust-based Pumpkin.

Jul 22, 2026·3 min

Agent Loop: A Design Guide for AI Autonomous Reasoning-Action-Verification Workflows

A deep dive into AI Agent Loops: from single loops to multi-agent collaboration. Master goal definition, validation mechanisms, and stop conditions to avoid blindly building agent fleets.

Jul 19, 2026·4 min

Getting Started with AI Test Development: Core Principles and Underlying Logic of Large Language Models

New to AI test development? This article breaks down the differences between machine learning and traditional programming, the origins of AI hallucinations, and the core principles of NLP/NLU/NLG to help test engineers build a solid AI knowledge framework.

Jul 19, 2026·3 min

Coze Deep Dive: Core Capabilities and Tips for a Multi-Agent Collaboration Platform

A deep dive into Coze 3.0's multi-agent collaboration, covering project workspace architecture, credit economics, local tool integration, and a Dify comparison.

Jul 18, 2026·2 min

AI Agents Are Taking Over Scientific Research — Where Should Graduate Students Focus Their Competitive Edge?

AI Agents are taking over experiment design, execution, and paper writing. Learn how graduate students can redirect their competitive edge in the age of automated research.

Jul 18, 2026·2 min

500+ AI Research Tools: Automating the Entire Research Workflow

A curated open-source repo of 500+ active AI research tools covers the full workflow—literature review, code reproduction, paper writing, and LaTeX formatting—potentially saving 80% of research time.

Jul 16, 2026·3 min

SJTU Professors Open-Source Agent Tutorial: A Four-Stage Path from Zero to AI Engineer

SJTU professors open-source a 4-stage Agent tutorial on GitHub, covering LLM basics, ReAct, multi-agent systems, and real-world projects — a practical path to AI engineering.

Jul 13, 2026·3 min

Sent Hundreds of Resumes with No Response? A Deep Dive into Tech Job Search Struggles and How to Break Through

Sending hundreds of resumes with no response? This article breaks down the core pain points in today's tech job market — ATS filtering, spray-and-pray fatigue, neglected referral channels — and offers actionable strategies to break through.

Jul 13, 2026·4 min

Hands-On with GPT-5.6: A Single Prompt Builds a Real-Time Voice Anime App

Hands-on with GPT-5.6 Sol: auto-generate real-time voice anime characters from one prompt, write physics engines from scratch, and build unfamiliar toolchains autonomously. In-depth review of coding, agentic tasks, benchmarks, and its hallucination weakness.

Jul 12, 2026·6 min

AI Agent Development Learning Path: Four Stages from Zero to Hands-On Projects

A systematic breakdown of the AI agent development learning path, covering four stages: fundamentals, RAG knowledge bases, tool use, multi-agent collaboration, and hands-on projects.

Jul 12, 2026·5 min

Hands-On with PageAgent: Add AI Agent Capabilities to Web Pages with a Single Line of Code

In-depth hands-on review of Alibaba's open-source web automation tool PageAgent: three integration methods, script execution analysis, and a full breakdown of current limitations. Add AI Agent capabilities to web pages with one line of JS.

Jul 12, 2026·6 min

Hands-On With Hermes Agent's Eight Major Updates: A Complete Guide to AI Automation and Self-Evolution

The Hermes Agent gets a major upgrade with eight new features: native iMessage, parallel background sub-agents, Unreal Engine MCP support, a self-evolving Skill Hub, and more. A hands-on breakdown of the core changes and their real impact on personal AI automation workflows.

Jul 12, 2026·4 min

Testing a Research Automation Agent: Zero-Shot Reproduction of a NeurIPS Paper End-to-End

Testing research automation agent Klaus Goh: full reproduction of IBM's TTM time series paper at NeurIPS—from search to zero-shot inference, 2700+ predictions in 10 seconds, MSE 0.363 beating TimesFM.

Jul 12, 2026·4 min

AI Agents Powering the Full Research Pipeline: A Practical Guide to Automation from Topic Selection to Publication

Learn how to use AI Agents to link the entire research pipeline—from literature management, data analysis, and paper writing to scientific illustration and dissemination—building a reusable research automation workflow with NotebookLM, N8N, and Ollama.