Design test cases based on confirmed requirements and real failure mechanisms, clearly distinguishing between case design, red test handoff, validation, and authorized fix closed loops.
124 downloads served36 likesUse a desktop graphics tool to batch convert, resize, and rename product images.
15,326 downloads1,241 likesA lightweight Markdown editor for plain text writing on Mac.
76,728 downloads5,312 likesAn AI-assisted interactive web page built with Three.js. Drag and rotate colorful metal sheets, long-press to scatter them, and release to reassemble. You can also switch between knots, blooms, or generate text by typing short words.
Locally compress, resize, and convert product images in your browser, then download them as a batch. No API keys required.
19,037 downloads3,162 likesAn OAuth failure during Boloop's migration shows that passing Node tests doesn't guarantee edge runtime compatibility. Only by verifying each segment—login, callback, identity validation, session, and edit recovery—can you know whether the site remains manageable after the move.
Coordinate development, testing, defect fixes, regression, and review based on confirmed requirements and implementable designs. Assess delivery status using complete user tasks and evidence.
154 downloads served48 likesLevels shared their experience of replacing several subscriptions with an internal tool. The savings amount is self-reported; mature enterprise bills should not be taken as income projections for beginners.
Original author: Pieter LevelsLevels believes there is an opportunity in helping physical businesses adopt AI and also reminds that the window of advantage may be short. The following pilot pathway is suggested by this site's editors.
Original author: Pieter LevelsVideo description introduces Claude's email drafting, document summarization, artifacts, projects, connectors, and reusable skills.
Original author: Kevin StratvertThe video description outlines Karpathy's discussion on programming agents, imbalances in model capabilities, and the limitations of verification.
Original author: Sequoia CapitalThe video description and chapters cover n8n workflow fundamentals, JavaScript functions, and self-hosting.
Original author: Nick SaraevIn this 2024 post, Levels lists regular automation, feedback collection, and customer self-service as components of streamlined operations.
Original author: Pieter LevelsLevels welcomes more people from non-technical backgrounds to try entrepreneurship, while also emphasizing that starting a business remains difficult and not everyone will succeed.
Original author: Pieter LevelsLevels describes a configuration composed of open-source software, servers, AI interfaces, and file storage.
Original author: Pieter LevelsLevels introduced a live streaming project where subsequent scenes are generated based on audience messages, and disclosed that high generation costs are supported by sponsors.
Original author: Pieter LevelsThis 2023 Photo AI product announcement introduces the functionality of applying uploaded garments to AI-generated models to create product images.
Original author: Pieter LevelsLevels believes that even as application development becomes easier, audience channels, advertising budgets, and creative customer acquisition remain the main challenges.
Original author: Pieter LevelsLevels introduces a self-built tool for collecting account activity and preparing evidence for payment disputes.
Original author: Pieter LevelsLevels indicates that asking the AI to use Simplified Technical English improved the clarity of the dialogue, and credits the technique to Daniel Lockyer.
Original author: Pieter LevelsLevels describes his experience of replacing a paid crawling service with a self-built tool after multiple failed attempts and with external help.
Original author: Pieter LevelsLevels introduces the approach of integrating video editing into Photo AI. What is worth studying is: from generation to final product, where do customers still get stuck?
Original author: Pieter LevelsTransforming record grooves into circular streets: a warm-lit night market, a tiny tram, and rain reflections create a miniature city the size of a record.
Build a cleaner read-it-later library to accumulate sources for subsequent writing.
109,099 downloads11,789 likes
