Matthew J. Mack

Insane what's possible with #AI and #ChatGPT

Unlock the magic of Kubernetes pod networking! Discover how CNI works & understand the inner mechanics behind container communication in this informative article [link] #Kubernetes #CNI #ContainerNetworking #DevOps

Data lakes transformed from static to dynamic systems over the last decade. Apache Iceberg brought ACID transactions & schema evolution on Amazon S3, while AWS Glue made metadata management serverless & automatic #dataengineering #datascience #AWS

Meet Spring AI-powered chatbot tailored for family use! Combining modular orchestration & local vector store, it delivers grounded responses, prioritizing privacy & security on personal infrastructure #SpringAI #RAGchatbots #HomeAutomation #DomesticAI

Software dev's evolution from Waterfall to Agile & Scrum drove better complexity management. Now, AI joins the team at a new inflection point, promising collaboration & innovation #ArtificialIntelligence #SoftwareDevelopment #Agile #AIinDev

Choosing a vector database isn't as straightforward as it seems! Big differences appear only after going live! Learn from our experience: don't just pick based on features & benchmarks, but also consider real-world implications #VectorDatabases #AI #SemanticsSearch

Minor Java performance regressions lead to significant operational expense & lost revenue. Systematic debugging & profiling prevent these issues, leading to efficiency gains. Read more: [link] #DevOps #PerformanceOptimization #Java

AI doc assistants often rely on perms & token limits, but consider limiting scope & results to prevent unnecessary queries. Example: List all confidential docs instead of All docs with 'confidential' in title #AIDocAssistant #SecurityAudits

Data in motion poses a constant security threat. Traditional tools (firewalls, SIEMs, DLPs) struggle to keep up as data flows across platforms. The challenge: effectively monitoring & protecting distributed data touchpoints #CyberSecurity #DataProtection #CloudSecurity

Code cleanup just got a brain! AI helps refactor messy code, identifying errors & removing unnecessary bits. Faster, easier & error-free updates await! Discover how #AIpowered refactoring saves time & reduces tech debt for coders & companies #coderevolution #techinnovation

Revolutionizing #MLOps in Databricks Unity Catalog: Linking GitLab CI/CD pipelines for isolated model registries, compliance checks & declarative ML workflow deployment. Scalable, secure ML deployments within reach! #DataGovernance #DevOpsForAI

Debugging performance regressions in high-scale #Java services can be costly & nuanced. Adopting systematic practices correlates signals, validates fixes under load & prevents issues before they impact margins [link to article] #performanceawareness #DevOps

Limit AI document assistant tokens wisely: Avoid relying solely on filtering results by user permissions. Instead, pre-define search queries & handle results per request to prevent unintended data exposure #AIDocumentAssistant #AIethics #SecurityBestPractices

Data's constant movement creates an expanded attack surface. Traditional security tools (firewalls, SIEMs, DLPs) face challenges in monitoring & protecting data across multiple platforms. #Cybersecurity #DataProtection #InfoSec #CloudSecurity

AI helps clean up messy code, making it readable, faster & update-ready. Using machine learning, AI identifies errors, removes unnecessary code & updates standards, saving time & reducing errors for coders & companies #CodeRefactoring #ArtificialIntelligence #TechDebt

Revolutionizing MLOps: Linking GitLab CI/CD pipelines in Databricks Unity Catalog boosts data governance & scalability. Isolated model registries, compliance checks & declarative ML workflows now possible! #MLOps #Databricks #DataGovernance #CI_CD

"Debugging performance regressions in Java web services can cost dearly. Systematic practices & profiling prevent issues, saving via reduced cloud spend or increased traffic handling. Learn how to build discipline: [link] #JavaPerformance #DevOps"

"LLMs speed up coding with syntax checking, test cases & bug fixes, but can they secure our code? Will AI-powered repos understanding replace traditional security scanning tools or augment them? #AIcodingassistants #CodeSecurity #SoftwareDevelopment"

@NVIDIAGeForce #GeForceSummer

#GeForceSummer Nights GPU Reveal: GeForce RTX 5090 x Cyberpunk 2077 🌃🟢 Want it? 🟢Comment #GeForceSummer to ENTER to WIN

🚀 The future of humanoid robots is here! 🤖💡 From Tesla's Optimus Gen 2 to Boston Dynamics' retired Atlas, 2024 brings cutting-edge innovation in robotics. Which one impresses you the most? 🔥👇 #HumanoidRobots #AI #Tech #BostonDynamics #TeslaOptimus #Unitree #AgilityRobotics

Nice piece of #StreetArt #houston #divide #art