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Computer Science Fundamentals Big-O Notation for Self-Taught Programmers Big-O notation explained by a self-taught programmer Clear explanation of algorithmic complexity analysis Written from the perspective of a self-taught programmer Practical approach to understanding time and space complexity Bridges the gap between academic theory and practical programming Key Big-O Concepts Time Complexity: How algorithm performance scales with input size Space Complexity: How memory usage scales with input size Common Complexities: O(1), O(log n), O(n), O(n²), O(2^n) Real-World Applications: Understanding performance implications of algorithm choices Practical Algorithm Analysis Performance Prediction: Estimate how algorithms will perform at scale Optimization Decisions: Choose appropriate algorithms and data structures Interview Preparation: Essential concept for technical interviews Code Review: Evaluate code efficiency and scalability Personal Productivity and Health ADHD Productivity Strategies I went through 700 reddit comments and collected 131 ADHD pro-tips! : ADHD Community-curated collection of ADHD management strategies Practical tips from people with lived experience Covers various aspects of daily life and productivity Demonstrates value of community knowledge sharing Categories of ADHD Tips Time Management: Strategies for managing time and deadlines Organization: Systems for keeping track of tasks and items Focus Techniques: Methods for maintaining concentration Emotional Regulation: Dealing with ADHD-related emotional challenges Workplace Strategies: Adapting professional environments for ADHD Community-Driven Learning Peer Support: Learning from others with similar challenges Diverse Perspectives: Multiple approaches to common problems Practical Testing: Tips that have been tried and validated by community Accessibility: Free, accessible information sharing Relevance for Developers ADHD and Programming Hyperfocus: Understanding and leveraging periods of intense concentration Task Switching: Managing context switching and interruptions Project Management: Breaking down complex projects into manageable pieces Environment Design: Creating optimal work environments for focus Productivity Applications Pomodoro Technique: Time-boxed work sessions Task Chunking: Breaking large tasks into smaller, achievable goals Environmental Controls: Managing distractions and optimizing workspace Routine Development: Building consistent work habits and patterns Key Takeaways Self-Taught Learning: Quality educational content exists outside traditional academic settings Community Knowledge: Reddit and similar platforms can be valuable sources of practical information Neurodiversity in Tech: Understanding different cognitive styles and challenges in programming Algorithmic Thinking: Big-O notation is fundamental for writing efficient code Practical Application: Academic concepts like Big-O have direct real-world applications Productivity Systems: Effective productivity often requires understanding personal cognitive patterns Peer Learning: Learning from others’ experiences can be more valuable than theoretical knowledge These resources highlight the intersection of technical learning (algorithm analysis) with personal development (productivity and health management), showing how both contribute to effective software development careers. ...

Coding Interviews and Algorithms Coding Interview Patterns 14 Patterns to Ace Any Coding Interview Question | Hacker Noon Systematic approach to solving coding interview problems Identifies common patterns across different types of questions Helps recognize which pattern to apply to new problems More effective than memorizing individual solutions Curated LeetCode Problems New Year Gift - Curated List of Top 75 LeetCode Questions to Save Your Time - Blind Community-curated list of essential LeetCode problems Covers most important patterns and concepts Time-efficient alternative to solving hundreds of problems randomly Focuses on high-value problems that appear frequently in interviews Developer Tools and Platforms Backstage - Developer Portal Platform GitHub - backstage/backstage: Backstage is an open platform for building developer portals Open-source platform for building unified developer portals Created by Spotify and now a CNCF project Centralizes documentation, services, and tools for development teams Helps manage microservices complexity and improve developer experience Key Backstage Features Service Catalog: Centralized registry of all services and components Software Templates: Standardized project scaffolding TechDocs: Documentation-as-code integration Plugin Architecture: Extensible with custom plugins API Management: Central API discovery and documentation Privacy and Web Browsing Privacy-Focused Browsers Web Browsers | PrivacyTools Comprehensive guide to privacy-focused web browsers Compares different browsers’ privacy features and settings Recommendations for enhanced privacy and security Part of broader privacy-focused tool recommendations Browser Privacy Considerations Data Collection: Understanding what browsers collect and share Tracking Protection: Built-in anti-tracking features Extension Ecosystem: Privacy-enhancing browser extensions Configuration: Privacy-focused browser settings and configurations Writing and Documentation Academic Writing Standards APA Style 6th Edition Blog: Abbreviations Guidelines for using abbreviations in academic writing Important for technical documentation and research papers Helps maintain consistency and clarity in professional writing Part of broader academic writing standards Terminal and Command Line Less Pager Color Configuration If you’re setting LESS to a value, ensure that you use -R or colors in your terminal will be rendered in raw mode (their full escape sequence is printed) in any view that uses less as a pager, such as git Critical for maintaining colored output in Git and other tools Common configuration issue that breaks terminal color display Environment variable: export LESS="-R" Terminal Configuration Best Practices Color Support: Ensuring tools display colors correctly Pager Configuration: Optimizing less and other pagers Git Integration: Maintaining colored git output Cross-tool Consistency: Unified terminal experience Fun and Creative Tools Tengwar Transcriber Tengwar Feanor Elvish Transcriber Web tool for transcribing text into Tolkien’s Tengwar script Useful for fantasy writing, artistic projects, or Tolkien enthusiasts Demonstrates intersection of technology and creative/artistic interests Example of niche tools built for specific communities Key Takeaways Pattern Recognition: Learning patterns is more effective than memorizing individual solutions Curated Learning: High-quality, curated resources save time and improve learning outcomes Developer Experience: Tools like Backstage address real problems in modern software development Privacy Awareness: Understanding browser privacy implications is increasingly important Terminal Configuration: Proper environment variable setup is crucial for good terminal experience Niche Tools: Specialized tools serve specific communities and interests Documentation Standards: Professional writing requires understanding of style guidelines These resources span from practical development tools to privacy considerations to creative applications, showing the breadth of valuable learning available online. ...