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Product Development Processes You Might Not Have Heard Of

Explore alternative product development methodologies beyond Scrum, Kanban, and Scrumban; these include:

  1. ShapeUp: A 6-week cycle focusing on shaping solutions before committing to builds through phases: Shaping, Betting Table, and Building.
  2. Plan > Build > Ship: A lighter waterfall approach emphasizing complete ownership of features from planning to shipping.
  3. Get Shit Done (GSD): Emphasized by Shopify, this method promotes rapid problem-solving through Think, Explore, and Build phases, supported by tracking tools.

These alternatives cater to different organizational needs and should be considered when structuring product processes.

https://www.departmentofproduct.com/blog/product-development-processes-you-might-not-have-heard-of/

You Are Using Cursor AI Incorrectly…

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Users are misusing Cursor AI by treating it as a search engine, under-specifying prompts, and misapplying its autonomous features. Key advice includes leveraging Cursor Rules to build a library of prompting rules instead of just implementing code. This “stdlib” can improve interactions with Cursor by teaching it through loops of corrections and updates. Successful outcomes require structured requirements discussions, rule creation, and automatic handling of tasks like commits. The goal is to automate software development processes, enabling users to scale their workflows with Cursor's help.

https://ghuntley.com/stdlib/

AI Coding Assistants Limited but Helpful, Developers Say

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AI coding assistants are deemed limited yet beneficial by developers at the DeveloperWeek conference. While tools like GitHub Copilot, Tabnine, and JetBrains AI are praised for speeding up development and offering useful code snippets, concerns persist about their maturity, accuracy, and reliability, particularly in handling complex code scenarios and avoiding “hallucinations.” Attendees believe these tools will improve with time, but users must possess significant technical knowledge to effectively utilize them.

https://www.infoworld.com/article/3825429/ai-coding-assistants-limited-but-helpful-developers-say.html

Silicon Valley’s Next Act: Bringing ‘Vibe Coding’ to the World

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Silicon Valley introduces “vibe coding,” a term coined by Andrej Karpathy, blending AI tools like Replit Agent for simpler software development. This approach makes coding more accessible, especially for beginners, but experts warn of potential downsides such as lack of understanding of system architecture and technical debt. While AI can expedite coding, it may struggle with ongoing project maintenance. Industry leaders, including Sam Altman and Mark Zuckerberg, foresee significant changes in software engineering by 2025 as vibe coding evolves.

https://www.businessinsider.com/vibe-coding-ai-silicon-valley-andrej-karpathy-2025-2

OCR4all

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OCR4all: Free, open-source optical character recognition tool. Features include setup/user/developer guides, LAREX editor for layout/text annotation, OCR-D compatibility, user-friendly UI, and easy cross-platform deployment via Docker. MIT License.

https://www.ocr4all.org/

Zed Now Predicts Your Next Edit With Zeta, Our New Open Model

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Zed introduces Zeta, an open-source edit prediction model that anticipates user edits for efficient workflow. Users can quickly apply predictions using the tab key, enhancing the editing experience without disrupting existing functionalities. Zeta utilizes advanced techniques like supervised fine-tuning and direct preference optimization to improve accuracy and minimize latency with speculative decoding. Users are encouraged to contribute to Zeta's dataset for ongoing improvements. Currently available for free during public beta, Zed aims to evolve by incorporating community feedback and refining its AI capabilities.

https://zed.dev/blog/edit-prediction

How to Add a Directory to Your PATH

TLDR: How to add a directory to your PATH:

  1. Identify your shell (bash, zsh, fish).
  2. Find the config file (~/.bashrc, ~/.zshrc, or ~/.config/fish/config.fish).
  3. Determine the directory to add, usually where a program is installed.
  4. Edit your config file:
    • For bash: export PATH=$PATH:/path/to/dir
    • For zsh: path=($path /path/to/dir)
    • For fish: set PATH $PATH /path/to/dir
  5. Restart your terminal or run a new instance of your shell to apply changes.

Common issues:
– Wrong program runs: Add directory to the front of PATH.
– Program not run from the shell: Update PATH differently for non-shell execution.
– Duplicate PATH entries: Check for existing entries before adding.
– History loss after updating: Use source ~/.bashrc instead of starting a new shell.

For fish shell: fish_add_path can add directories but may complicate future removals.

https://jvns.ca/blog/2025/02/13/how-to-add-a-directory-to-your-path/

TinyBase

TinyBase is a lightweight, reactive data store designed for local-first applications, supporting offline functionality. It promotes performance by allowing real-time listening to data changes and integrates easily with React for building UIs. Key features include: a database-like structure for key-value and tabular data, native CRDT support for synchronization across multiple clients, and persistence options to various storage systems. It's modular, with a minimal size of 5.3kB and extensive documentation, making it suitable for diverse applications while ensuring full functionality without dependencies. The latest version is v5.4.

https://tinybase.org/

Local-First Software

Local-first software enables app development with co-located data and UI, offline function, client synchronization, and user data ownership. The community encourages participation through events, readings, and resources for building local-first applications. Various tools for data storage and synchronization are highlighted, along with notable individuals and communities to follow. Users can explore examples and join discussions to enhance their understanding and involvement in local-first development.

https://localfirstweb.dev/

Developer Creates Endless Wikipedia Feed to Fight Algorithm Addiction

Developer Isaac Gemal launched WikiTok, a site for endless swiping through random Wikipedia article stubs, mimicking TikTok's format but without invasive algorithms. Aimed at combating algorithm addiction, WikiTok offers a non-tailored exploration of knowledge. Users can read articles without targeted content traps, capitalizing on the breadth of Wikipedia's information. The project began after a viral tweet, and the prototype was rapidly developed with AI assistance. Gemal's vision prioritizes a free, unmonetized experience, focusing on learning rather than algorithm-driven engagement.

https://arstechnica.com/gadgets/2025/02/new-wikitok-web-app-allows-infinite-tiktok-style-scroll-of-wikipedia/

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