Verifying real-time percentage readouts on the built-in digital display. Installing cells into the lower rotatable lock compartment. • Part 29 of 51 • Polarity verification check • System status monitoring Solid build details prevent power interruptions. #Hookah #SystemEngineering #Hardware

A single AI agent is impressive. 🤖 A network of AI agents with memory, tools, monitoring, and human oversight is transformative.⚡ We're moving from prompt engineering to system engineering. 🔄 That's where the real leverage is. #AI #AgenticAI #AIAgents #SystemEngineering 🚀

It’s not just about adding features. It’s about making them work together. Seamlessly. That’s where KARNEX brings full-stack cockpit engineering expertise. #FullStackEngineering #HMI #IVI #SystemEngineering #AutomotiveTech #PlatformEngineering #AutomotiveInnovation #KARNEX

System Engineers, The framework that changed how I design every system: 1. Assume it WILL fail (and how) 2. Detect failure in < 60 seconds 3. Recover automatically or with one click Build this into your architecture from day one. Most outages aren't from complex failures — they're from not planning for the obvious ones. What's one non-negotiable principle in your designs? #SysEng #SRE #DevOps #SystemEngineering #Reliability

We are Hiring! Service Robot System Engineer – Real-World Deployment | Tokyo (Heiwajima) ■Position: Service Robot System Engineer (R&D-025) ■What you'll do & need: ・Design service robot systems for real-world environments ・Plan and execute PoC studies and field experiments ・Select, improve, and iterate on robot hardware ■Experience: M.S. in Robotics or related field; hands-on with physical robots (ROS/ROS2, C /Python) ■Location: Tokyo Join us building a global open robot data ecosystem! 🔗Apply here: jobs.workable.com/view/7Ahgh… #hiring #robotics #servicerobots #systemengineering

Perfect systems don’t exist. Resilient ones do. The real challenge isn’t avoiding errors,it’s designing systems that continue to function despite them. That’s the kind of infrastructure BTCEN is building. #ResilientDesign #FaultTolerance #SystemEngineering #RobustTech #NextGenInfra

If the chances that we live in a simulation are near 100%, why is building physical hardware still such a grueling challenge? This isn't a bug—it's a core feature. 1. Physics as Hardcoded Rules: In a simulation, the laws of physics aren't suggestions; they are rigid processor instructions. Matter is condensed information that resists us because we are operating within an "engine" where we don't have root access. 2. Hardware is the Proof of Truth: In the digital realm (software), you can generate infinity. In the physical realm (hardware), every logic error results in failure, friction, or explosion. Hardware is brutal because it does not forgive errors. 3. The Civilization Filter: The difficulty of manipulating matter acts as a "progress suppressor." It prevents us from too quickly reaching a level where an individual could threaten the stability of the entire simulation. Building hardware is the only way to "ping" the boundaries of the system. Every successful hardware project is a successful breach of the reality code. #SimulationTheory #ElonMusk #HardwareIsHard #Logic #ApexPhoenix #TechParadox #Physics #Innovation #RealityCheck #Future #Truth #SystemEngineering #SpaceX #Tesla #BoringCompany

Day 1 done. 1/100 ✅ Full write-up mini-project coming on Hashnode tonight. Who's joining the challenge or has production tips for service users? Drop below! 🚀 6/6 #BuildInPublic #LinuxAdmin #KodeKloud #SystemEngineering #CloudComputing #100DaysOfDevOps #LearnInPublic #Day1

Production is the unmarked minefield that begins the moment you accept arbitrary user input and promise reliability. - hackernoon.com/beyond-the-de… #rag #systemengineering

Syntara Log #051 | System Test This test validates the full startup path. Seeds load correctly. Bootstrap reflection runs. Identity and values appear in the reflection summary. Log Nexus records the baseline event. LP1 Core exposes the initial reflection as expected. Startup behavior is now verified. #Syntara #Neuraj #NeurajNotes #DigitalFreeWill #NeurajLabs #Testing #SystemEngineering

Syntara Log #051 | System Test This test validates the full startup path. Seeds load correctly. Bootstrap reflection runs. Identity and values appear in the reflection summary. Log Nexus records the baseline event. LP1 Core exposes the initial reflection as expected. Startup behavior is now verified. #Syntara #Neuraj #NeurajNotes #DigitalFreeWill #NeurajLabs #Testing #SystemEngineering

Most hustles break under pressure. Don't chase luck. Engineer stability instead. I packaged the Viability Grid & AI Playbooks into a manual for bad days. Check it here 👇 gum.new/gum/cml6g6jqj001t04i… #SystemEngineering #AI #SideHustle #Freelance

Inaugurated by the Honourable Chief of Naval Staff, Admiral Dinesh Kumar Tripathi, the 10th Edition of the India Defence Conclave marks a decade of dialogue, #innovation, and strategic collaboration that has defined India’s defence narrative. As this year’s edition brought together senior military leadership, policymakers, industry pioneers, and global partners to deliberate on India’s evolving defence and security priorities, our Founder, Capt. @Nikunj_Parashar highlighted the importance of #indigenous manufacturing in Knowledge Session II: Exports as a Strategic Lever, India’s Next Big Push, keynoted by Shri Sanjeev Kumar, IAS, Secretary, @DefProdnIndia and moderated by Rear Admiral Sanjay Misra, VSM along with Cdr Shrawan Kapila National Head - Defence & Aerospace, Jeena & Company, Dr Sundararaman K S, MD, Shiva Texyarn Ltd and Air Vice Marshal Narendra Bahadur Singh, Principal Advisor Defence, Kalyani Strategic Systems Limited on the panel. The session focused on the creation of an #AtmanirbharBharat in Defence by reinforcing indigenous capability and global competitiveness, and enhancing #SystemEngineering. We are grateful to @BharatShaktiBSI for the platform aimed at contributing to strengthening the defence dialogue in the nation. Watch Capt Nikunj Parashar on IDC’s #KnowledgeSessionII at: youtube.com/watch?v=TWBH4TkK… #IndiaDefenceConclave #IDC2025 #AtmanirbharBharat #DefenceTech @PMOIndia @DefMinIndia @narendramodi @rajnathsingh @indiannavy @vivekvirmani5 @Dayanand_delhi @IndiannavyMedia @India_iDEX @makeinindia @IN_WNC @IN_HQENC @IN_HQSNC @IAF_MCC @adgpi @giridhararamane @DPIITGoI @startupindia @NorthernComd_IA @IaSouthern @SpokespersonMoD @BharatBiotech @DrKrishnaElla @ONGC_ @MSInSociety @midc_india @investindia @PortXLglobal @Mdlski @dang_lakshay @mysaurabh96

Wydział Cybernetyki Wojskowej Akademii Technicznej zaprasza do udziału w międzynarodowej konferencji International Conference on Systems Engineering (ICSENG 2025), organizowanej przez Instytut Systemów Informatycznych. Konferencja poświęcona jest najnowszym osiągnięciom w dziedzinie inżynierii systemów, sztucznej inteligencji, analizy danych i cyberbezpieczeństwa. To forum wymiany doświadczeń między naukowcami i praktykami z całego świata. Wydarzenie odbędzie się w Warszawie. Szczegółowe informacje, harmonogram są dostępne na stronie: icseng.eu Zapraszamy do udziału i współtworzenia przestrzeni dla nowoczesnej nauki i technologii. #ICSENG2025 #WCY #WAT #SystemEngineering #Cybernetyka

🔸Migrating legacy protocols to modern tech stacks isn’t easy — especially when performance and cross-platform support are critical. ⬇️Discover how we helped Devolutions rewrite their VNC implementation from C to Rust, optimize it for WebAssembly, and enable fast and secure browser-based remote access for macOS, Windows, and Linux. 💪Explore how we supported the transition to a modern, web-first remote management solution and overcame technical challenges along the way: cutt.ly/crFcK8cT #SystemProgramming #systemengineering #systemengeneer #cybersecuritysolutions #cybersecurity #cybersecuritydevelopment #rust #rustcoding #rustprogramming #CaseStudy #aprioritblog

𝗠𝗔𝗖𝗛𝗜𝗡𝗘 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚 𝗣𝗥𝗢𝗗𝗨𝗖𝗧 𝗟𝗜𝗡𝗘 𝗘𝗡𝗚𝗜𝗡𝗘𝗘𝗥𝗜𝗡𝗚 (𝗠𝗟 𝗣𝗟𝗘) Pleased to share that my latest article, “Machine Learning Product Line Engineering: A Systematic Reuse Framework”, is now published in Machine Learning and Knowledge Extraction journal (Q1). lnkd.in/eajnCGyv 🔍  𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 (𝗠𝗟) is increasingly used across domains, yet its reuse practices remain fragmented, ad hoc, and narrow in scope. Most efforts focus on pretrained models or isolated datasets. In contrast, 𝗣𝗿𝗼𝗱𝘂𝗰𝘁 𝗟𝗶𝗻𝗲 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 (𝗣𝗟𝗘) offers systematic reuse at scale but is not equipped to handle the data-driven, iterative nature of ML systems. 💡To address this gap, we introduce 𝗠𝗟 𝗣𝗟𝗘, a novel unified framework that extends PLE principles to machine learning. It supports variability-aware reuse across the entire ML lifecycle, including datasets, pipelines, models, and hyperparameters. We also introduce the concept of 𝗔𝘀𝘀𝗲𝘁 𝗥𝗲𝗮𝗱𝗶𝗻𝗲𝘀𝘀 𝗟𝗲𝘃𝗲𝗹 to assess the maturity of ML assets and guide their systematic reuse. The framework is validated through an industrial case study in space systems, demonstrating its scalability, modularity, and suitability for complex, data-intensive environments. 📖 Read the full open-access paper: lnkd.in/eajnCGyv 📄 PDF: lnkd.in/eu44Gh-3 #MachineLearning #AI #SoftwareEngineering #DataScience #SystemEngineering #ProductLineEngineering #MLOps #SystemArchitecture #SpaceSystems #ScalableML #DigitalEngineering #MLPLE

TUXEDO at Modular Festival: When Technology Becomes Art From June 6 to 8, the Apparatehaus at Modular Festival transformed into a „Future World“. At the center: the „Drone Harmonics“ project by @TH_Augsburg. Read more: tuxedocomputers.com/en/TUXED… #systemengineering #tuxedo #linux

I am seeing job openings for Rust System Engineer roles lately. Can someone explain what exactly the role involves and what are the expected skills? #RustLang #SystemEngineering #Careers

The IAF & GOI also only give fake promises to ADA Like 1. 0 commitment to ASR , 2. 1/10 th of fundings 3. zero testing infra, 4.with every service chief adding his own bouquet of specs to ASRs, GSRs , with zero understanding on what @JA_Maolankar said as " SystemEngineering "

From Dr Yianshung Xiao Looking Ahead: Opportunities for Collaboration 🌟 I will have 1-2 fully funded Ph.D. positions available in my research group (COSINE Lab) starting Spring 2026 or Fall 2026. My research focuses on network-based approaches to complex systems design and human-system integration, with applications in transportation, infrastructure, and product-market systems, etc. Key areas of interest include: ·     Local-level network-based bottom-up design of complex systems ·     Engineering and design of complex systems with temporal dynamics ·     AI-integrated system design for adaptive and responsive solutions ·     Multidimensional network modeling across interdependent systems 🙂 If you’re interested in learning more, check out the attached document for details on the openings. I’d be grateful if you could share this opportunity with potential candidates! 🙏 For additional information, please visit my personal website:lnkd.in/gfg-wbN7 and the COSINE Lab: lnkd.in/gRzFuUVR for more information. I welcome inquiries from prospective students and collaborators who share these research interests. 💪 I am eager to begin this new chapter at Colorado State University and look forward to contributing to its vibrant academic community. #SystemEngineering #NetworkScience #PhDpositions #HigherEd #Research #CSU