Tag: Leadership and career
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The future of data processing: PostgreSQL evolution with YingJun Wu of Rising Wave
Posted on August 20, 2025, Level intermediate Resource Length medium
RisingWave, founded by YingJun Wu, is a stream processing system that has gained attention for its PostgreSQL compatibility and efficient resource utilization. Unlike traditional systems like Apache Flink, RisingWave leverages S3 as its primary storage, similar to Snowflake's architecture. This approach not only reduces storage costs but also enables seamless elastic scaling. By Firebolt Team.
Tags data-and-analytics product-and-design architecture-and-apis leadership-and-career
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Serverless is not a primary
Posted on August 18, 2025, Level beginner Resource Length medium
The article emphasizes that while serverless is a powerful and exciting architectural pattern, it's frequently misapplied. Organizations often hope serverless will solve their software delivery problems, but it's actually an enabler that requires strong foundational practices to realize its benefits. By Seth Orell.
Tags architecture-and-apis product-and-design frontend-and-mobile leadership-and-career devops-and-ci-cd
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Microservices for machine learning
Posted on August 7, 2025, Level intermediate Resource Length medium
Learn how author scaled my ML-powered finance tracker by breaking a monolithic design into microservices for better performance, maintainability, and deployment. Author's finance tracker project started with a simple idea: automatically categorize bank transactions using a text classification model. Author trained a basic logistic regression model on my transaction history, wrapped it in a Flask API, and called it done. By Ramya Boorugula.
Tags architecture-and-apis ai-and-machine-learning data-and-analytics cloud-and-infrastructure leadership-and-career
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Devops in motion: Building with purpose in the code phase
Posted on July 31, 2025, Level beginner Resource Length long
Modern DevOps code phases require strategic branching (Trunk-Based, Git Flow, GitHub Flow) to balance speed and stability. Trunk-Based minimizes merge conflicts via feature flags, Git Flow structures releases with dedicated branches, and GitHub Flow streamlines CI/CD through pull requests. Each model impacts team velocity, release cadence, and operational overhead, necessitating alignment with organizational priorities. By Drew Grubb.
Tags devops-and-ci-cd product-and-design leadership-and-career frontend-and-mobile software-engineering
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Container registry SSL and K8s Kind
Posted on July 29, 2025, Level advanced Resource Length long
AI safety discussions predominantly focus on easy to conceptualise, highly salient risks including algorithm bias, hallucinations and disinformation. While these are crucial concerns, they overlook a fundamental truth we've learned from other high-stakes fields like aviation and healthcare: sometimes the most dangerous risks can hide in plain sight. By Manu Savani.
Tags ai-and-machine-learning leadership-and-career security-and-privacy software-engineering
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The cost of Kubernetes cluster sprawl and how to manage it
Posted on July 27, 2025, Level beginner Resource Length medium
Kubernetes cluster sprawl occurs when organizations create numerous clusters without proper governance, undermining the platform's core benefits of automated deployment, scaling, and self-healing. This uncontrolled proliferation stems from Kubernetes' deployment simplicity combined with governance gaps, innovation pressure, and infrastructure complexity in multi-cloud environments. The resulting sprawl creates operational inefficiencies, security vulnerabilities through inconsistent configurations, and resource waste from abandoned clusters - ultimately leading to loss of visibility across the Kubernetes ecosystem. By Damon Garn, Cogspinner Coaction.
Tags devops-and-ci-cd leadership-and-career
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Linux surpasses 5% market share on US desktops for the first time
Posted on July 19, 2025, Level beginner Resource Length short
The rise in Linux desktop market share is significant, representing an evolving landscape for operating system technologies. This necessitates strategic considerations around platform support, security hardening, and potential integration opportunities. Understanding the drivers of this shift (privacy, open-source ethos, hardware compatibility) informs our long-term technology roadmap and investment decisions regarding containerization, virtualization, and cloud-native architectures. The increasing reliance on Linux-based systems also influences developer toolchains and deployment strategies. By Skye Jacobs.
Tags miscellaneous cloud-and-infrastructure leadership-and-career data-and-analytics
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Addressing hidden risks in AI implementation for safety
Posted on July 14, 2025, Level beginner Resource Length long
AI safety discussions predominantly focus on easy to conceptualise, highly salient risks including algorithm bias, hallucinations and disinformation. While these are crucial concerns, they overlook a fundamental truth we've learned from other high-stakes fields like aviation and healthcare: sometimes the most dangerous risks can hide in plain sight. By Manu Savani.
Tags ai-and-machine-learning leadership-and-career security-and-privacy software-engineering
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The edge of security: How edge computing is revolutionizing cyber protection
Posted on July 1, 2025, Level beginner Resource Length medium
The traditional centralized model of cloud computing presents significant cybersecurity risks, creating a single point of failure and suffering from latency that can delay critical security updates. Edge computing emerges as a superior, decentralized solution that brings processing power closer to where data is generated. By Andrew Garfield.
Tags software-engineering cloud-and-infrastructure leadership-and-career security-and-privacy business-and-emerging-tech
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Anonymize RAG data in IBM Granite and Ollama using HCP Vault
Posted on June 24, 2025, Level beginner Resource Length long
This article explores using HCP Vault to anonymize sensitive data in retrieval augmented generation (RAG) workflows with IBM Granite and Ollama. It addresses the risk of large language models (LLMs) leaking personal identifiable information (PII) by employing Vault's transform secrets engine for data masking and tokenization. By Rosemary Wang.
Tags cloud-and-infrastructure ai-and-machine-learning miscellaneous leadership-and-career data-and-analytics
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How AI bots secretly infiltrated a Reddit forum, sparking ethical outrage
Posted on June 22, 2025, Level beginner Resource Length medium
In a startling breach of digital trust, researchers from the University of Zurich conducted a secret experiment on Reddit, deploying sophisticated AI bots to influence human opinion on the popular r/changemyview forum. By Angela Yang.
Tags ai-and-machine-learning miscellaneous leadership-and-career
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To survive uncertainty, companies must recommit to identifying the right customers
Posted on June 6, 2025, Level beginner Resource Length long
In the last five or so years, corporate responses to a challenging macroeconomic environment have been dominated by two themes: cost cuts and price increase. By Josh Vandekar, Lee Mergy, Zach Newman.
Tags product-and-design frontend-and-mobile leadership-and-career miscellaneous