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Dev
2w
104
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10 Software Development Mistakes That Cost Companies Millions
- Software development mistakes can lead to huge losses for companies, with real-world failures showing how one bad decision can cost millions.
- Common mistakes include poor requirement analysis, lack of proper testing, ignoring scalability, overcomplicating the codebase, and skipping code reviews.
- Poor requirement analysis and planning can result in delays and added costs, emphasizing the importance of investing time in planning and ensuring clear goals.
- Skipping tests can lead to major bugs and security issues, showcasing how testing helps spot issues early and avoid common mistakes.
- Ignoring scalability from the start can force costly system rebuilding later, highlighting the importance of planning for growth and using flexible designs.
- Overcomplicating the codebase can lead to maintenance nightmares and technical debt, emphasizing the need to write clean and simple code.
- Lack of version control and documentation creates confusion and risks, stressing the importance of using tools like Git and keeping documentation updated.
- Ignoring security best practices can result in data breaches and loss of customer trust, highlighting the importance of following secure coding practices and regular security audits.
- Skipping code reviews can lead to hidden bugs and poor code quality, underlining the importance of regular code reviews to catch issues early and improve code quality.
- Not adopting Agile and DevOps approaches can lead to delays and errors, emphasizing the benefits of transitioning to these methods to promote teamwork and efficiency.
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6 Likes
Medium
2w
390
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AI Jobs Boom In India
- AI job postings in India have surged by 42% over the past two years, totaling 253,000 positions.
- The demand for skilled AI professionals in India is outpacing the available talent, with job openings expected to be 1.5 to 2 times the talent by 2027.
- AI is becoming integral across industries, with companies like JPMorgan reporting a 20% efficiency boost among software engineers using AI coding assistants.
- Continuous learning is essential to thrive in the AI job market.
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23 Likes
Medium
2w
411
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Stop Language Hopping Right Now…
- Focusing solely on collecting programming languages like Pokémon cards can hinder developers from becoming experts in anything.
- Language hopping results in being proficient in multiple languages but lacking in core problem-solving and logical thinking skills.
- Artificial Intelligence (AI) is rapidly catching up in terms of replicating syntax, making it more important for developers to focus on the deeper aspects of programming.
- By mastering fundamental programming concepts and logical thinking, learning new languages becomes easier and developers can build a solid foundation for their careers.
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24 Likes
Medium
2w
212
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9 Powerful Open Source Projects You Should Explore Today
- Open-source components are prevalent in almost 97% of examined codebases, providing value to developers in various domains.
- Nine powerful open-source projects worth exploring are highlighted, including OPAL as a policy engine and Hexabot AI for creating chatbots without intricate coding.
- OPAL is a revolutionary tool for programs with complex access control and authorization needs, ensuring policy changes sync automatically across systems.
- Hexabot AI is an open-source chatbot builder that simplifies the creation of multi-channel chatbots through a basic visual editor and drag-and-drop interface.
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TechBullion
2w
39
Image Credit: TechBullion
Why Financial Software Security Needs a Food Safety Mindset
- Financial institutions face daily challenges with cyber threats emerging from direct attacks and software supply chain vulnerabilities.
- Regulatory bodies are enforcing stricter compliance frameworks to counter evolving threats, as seen in Executive Order 14028 updates.
- The Payment Card Industry Data Security Standard (PCI DSS) remains crucial for financial institutions to protect customer data and maintain trust.
- Integrating directives from Executive Order 14028 and PCI DSS helps fortify defenses and mitigate cyber risks proactively.
- Many financial firms lack immediate insight into their software supply chains, increasing vulnerability to software supply chain attacks.
- Scribe Security acts as a safeguard for financial software by ensuring code verification and security in the supply chain.
- The company's real-time attestation framework continuously monitors and verifies software components to prevent vulnerabilities.
- Automated verification integrated into CI/CD pipelines by Scribe Security helps prevent security breaches and ensures compliance.
- The automated code signing and attestation-based security validation provided by Scribe Security assist financial firms in managing cyber risks.
- Scribe Security's focus on software security integrity and oversight helps financial institutions protect against emerging cybersecurity threats.
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2 Likes
Medium
2w
234
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How Cursor AI Enhances Your Coding Skills and Slashes Development Time
- Cursor AI enhances coding workflow, reduces development time, and improves code quality.
- Cursor AI's context-aware autocompletion suggests entire functions, classes, and logic structures based on the code being worked on.
- Cursor AI scans code in real time, identifying errors and inefficiencies before they become significant issues, improving code quality.
- Cursor AI automates documentation generation, making it easier for teams to collaborate and onboard new developers.
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14 Likes
Towards Data Science
2w
78
Agentic GraphRAG for Commercial Contracts
- Legal contracts play a vital role in defining business relationships and obligations.
- Understanding and analyzing legal contracts can be complex and time-consuming.
- The implementation of Agentic Graphrag can streamline the process of working with legal contracts.
- Structuring legal contracts into a knowledge graph in Neo4j facilitates easy querying and analysis.
- Agentic Graphrag enables precise and context-aware retrieval, overcoming the limitations of naive retrieval methods.
- A knowledge graph for legal contracts contains structured and unstructured information.
- The graph represents entities like companies, agreements, and clauses along with their relationships.
- Structured extraction using LLMs helps identify key information in contracts.
- The structured data can be stored in a knowledge graph for refined searches and precise retrieval.
- Entity resolution in legal contracts involves resolving variations in referencing entities.
- Agentic GraphRAG involves using LLMs as central reasoning engines supplemented with tools and memory.
- Tools like Cypher queries and semantic search improve retrieval of key contract information.
- A benchmark dataset aids in evaluating the performance of the implemented system.
- Results show that models like Gemini 1.5 Pro, Gemini 2.0 Flash, and GPT-4o perform well for most tool calls.
- The application of LLMs in legal contract analysis shows promise for navigating complex domains effectively.
- A web application powered by LangGraph and FastAPI provides a user-friendly interface for interacting with legal contract data.
- The project demonstrates the potential for LLMs to act as powerful agents in legal contract analysis when paired with the right tools.
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2 Likes
Medium
2w
134
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Access Networks: The Backbone of Internet Connectivity
- Access networks can be categorized into wired and wireless technologies.
- Wired networks use physical cables for high-speed connectivity, while wireless networks offer mobility and convenience.
- DSL, twisted pair cables, coaxial cables, and fiber optics are examples of wired access technologies.
- Wi-Fi, cellular networks, and satellite networks are examples of wireless access technologies.
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8 Likes
Medium
2w
221
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Rust Ownership: The Game-Changing Concept Everyone’s Obsessed With in 2025
- Rust's ownership concept continues to dominate in 2025 with increasing popularity.
- Ownership guarantees memory safety, making Rust a solid choice for high-performance applications.
- Rust allows controlled borrowing through references, preventing data races.
- Lifetime annotations in Rust ensure the safety of borrowed references.
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13 Likes
Medium
2w
251
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Cyber Blackouts: The Invisible Threat That Could Shut Down the World
- Cyber blackouts, large-scale disruptions of critical infrastructure due to cyberattacks, technical failures, or geopolitical conflicts, pose an increasing threat to modern society.
- These blackouts can cripple entire infrastructures, affecting essential services and posing threats to national security.
- They can be triggered by state-sponsored hacker groups or well-organized cybercriminals using advanced techniques.
- To mitigate the risk of cyber blackouts, it is important to enhance cybersecurity measures and strengthen the resilience of critical infrastructure.
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15 Likes
Sidebar
2w
216
Design at the speed of thought
- Design tools can often be barriers, not bridges, in the creative process.
- AI-assisted coding and 'vibe coding' are revolutionizing the design process.
- The new constraint in design is clarity of thought and articulating intent.
- The future designer will be like a conductor, focusing on the big picture and orchestrating a system.
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13 Likes
Medium
2w
431
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Difference between Devices and Servers
- Devices, also known as endpoints or hosts, are tools individuals use to connect to a network.
- Servers are specialized machines designed to process, store, and distribute information at scale.
- Devices function as clients, consuming services by sending and receiving data through communication protocols.
- The client-server architecture defines the interaction, with clients initiating requests and servers processing them.
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25 Likes
Medium
2w
216
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How I Earned $2,000 in My First Month of eLearning
- The eLearning market presents a lucrative opportunity for creating a passive income stream.
- With the sector projected to reach $1 trillion, individuals can monetize their knowledge and tap into the approximately 300 million worldwide learners.
- Creating study guides is an effective approach to cater to the demand, providing concise summaries, definitions, and practice exercises.
- Platforms like Amazon's Kindle Direct Publishing (KDP), Draft2Digital, and Etsy offer avenues to publish and sell study guides, leading to potential earnings.
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13 Likes
Medium
2w
398
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Announcing FootChats
- Football fans now have a new platform for real-time chat called FootChats.
- FootChats offers a streamlined and engaging discussion experience specifically for Premier League fans.
- The project was developed using technologies such as Python, Flask, Socket.IO, and SQLite.
- Features of FootChats include real-time chat rooms, live Premier League standings, and user authentication.
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24 Likes
Medium
2w
281
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The Data-Driven Future? AI in UI/UX: Efficiency vs. Ethical Considerations
- AI in UI/UX is driving significant efficiency gains in development cycles and could contribute $13 trillion to the global economy by 2030.
- 36% of companies are implementing AI in their software development, indicating a growing trend for using AI tools to improve processes.
- AI's potential to understand and cater to human needs, specifically in UI/UX design, raises concerns about the empathy deficit.
- Ethical considerations include the potential for AI to amplify existing biases and the need for a balanced approach to integrating AI into UI/UX design.
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