ai-workflow

This article uses the case of Wang's company using AI to produce short videos and successfully monetize them. It details the AI workflow in script generation, editing, private traffic acquisition, and customer maintenance. It points out that AI can greatly reduce content production costs, and ordinary people can enter the market through three paths: niche accounts, serving offline business owners, or collaborating with partners.

A developer shares a workflow using Claude Fable 5 as architect and GPT 5.5 Codex as builder, with a handoff memory system to manage AI-assisted development efficiently.

Discussion on the importance of self-verification loops in AI models like Claude to improve reliability and reduce the need for manual oversight.

Kuse Workflow is an AI-driven workflow automation tool that is easier to use than n8n. Users only need to describe their needs in natural language to automatically create reusable workflows. It supports scheduled and event-triggered execution.

Anthropic's Boris Cherny points out that programming is moving towards a higher level of abstraction, with workflows shifting from manually writing code to letting Claude make autonomous decisions, and predicts that the next paradigm shift will arrive this year.

Nature Skills decomposes tasks in top journal paper writing—such as illustration, English expression, and literature search—into actionable workflows. The figure and polishing modules particularly help users achieve Nature-style graphics and enhance expression quality.

Introduces six forms of AI agent workflows: classify and execute, fan-out and consolidate, adversarial validation, generate and filter, tournament, loop until done.

Share a key tip when using AI: store skill descriptions (skill.md) separately from examples to load on demand and protect privacy, and also recommend providing multiple different examples to avoid overfitting.

Anuma is a private AI workspace that provides portable, encrypted memory across multiple AI models, enabling seamless context and multi-model comparison for efficient research workflows.

This article introduces how to generate passive income by creating and selling Claude Skills (plug-and-play AI expert workflow files), detailing the complete monetization process from topic selection, definition, writing the SKILL.md file, to testing, publishing, and marketing.

Meshy AI founder Hu Yuanming (Ethan) shares his systematic approach to orchestrating 10 Claude Code instances to work together—a practical, deployable multi-agent workflow.

Introduces a multi-AI agent collaborative workflow based on local plain text files and OpenAI Codex, allowing PM, backend, frontend, and QA to efficiently develop via file relay without copy-pasting.

Microsoft's Markitdown tool converts PDFs to markdown, saving tokens and cost when feeding documents to AI models like Claude, but requires caution with scanned PDFs, charts, and complex tables.

A developer discusses how AI has dramatically increased his prototyping speed, enabling him to create multiple working projects quickly. He also notes the shift in engineering thinking towards abstract specification.

Using large AI models to train smaller local models, the author built a personal agent that manages email, calendar, deals, blog, and research.

A system built on Claude Code allows it to control Google's NotebookLM from the terminal, automating research by searching YouTube, uploading sources, and exporting cited answers directly into Obsidian. This workflow eliminates the need for multiple browser tabs and manual copying, with verified citation accuracy.

Microsoft open-sourced AI Engineer Coach, a VS Code extension that analyzes developer usage of AI coding agents, providing insights and anti-pattern detection to improve AI workflows.

This article introduces Superpowers, a set of AI workflow Skills based on Claude Code, providing automated brainstorming, planning, sub-agent development, and test-driven development, which can significantly improve AI delivery efficiency.

The author shares their experience using an iPad with UU Remote to connect to their computer, calling OpenCode to demo AI workflows to a client on-site. They emphasize being able to continue using the AI environment on their computer without carrying it, and note that the tools are free with no strings attached.

Describes a workflow using Claude AI to build presentations through a conversational interview process, resulting in better-structured slides than manual drafting.