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Activity
2K followers
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Bob German shared thisI found this video extremely helpful in demystifying neutral nets and AI models. In it, Dave Plummer trains a tiny, ~1,000 parameter model on a vintage PDP-11. It really helps make modern AI distinguishable from magic. It's especially near to my heart because I did a fair bit of PDP-11 assembly programming in college. Thanks Dave! https://lnkd.in/ekD9dV8uEXPOSED: The Dirty Little Secret of AI (On a 1979 PDP-11)EXPOSED: The Dirty Little Secret of AI (On a 1979 PDP-11)
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Bob German reposted thisBob German reposted thisI just took the State of AI 2026 survey. To be clear this is very much a developer survey but I’m still going to be interested in the results. If you have a minute, and consider yourself a developer, I’d encourage you to check it out! https://lnkd.in/ekFdrQrR
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Bob German reposted thisBob German reposted thisAI tip: If one human tells you they used AI to produce software equivalent to the output of 100 humans in one week you can be sure it is either brand-new garbage or that it is a copy of something else that was already well-defined and the work was a translation. A lot of people are seeing folks doing these kinds of translations and coming to the wrong conclusions. Is it AI assisted software development? Yes, absolutely. However, in real life, system rewrites to a new platform/language don't happen all that often and it is not in any way the same work as building a new system. It doesn't matter how many agents you have. The details *must* come from somewhere.
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Bob German reposted thisBob German reposted thisBUILD YOUR OWN AGENTS: MICROSOFT AGENT FRAMEWORK DEV DAY Join us for an all-day event focused on building AI agents and frameworks. This session is part of NH AI Week and is designed for developers looking to get hands-on with the latest Microsoft Agent Framework. Event Details When: April 17, 2024 Where: Akumina, Nashua, NH Organizers: Boston Azure AI and Nashua Cloud .NET User Group RSVP Secure your spot here: https://lnkd.in/em2CvMCn Organized by Bill Wilder & Jason Haley (Boston Azure AI) Udaiappa Ramachandran (Nashua Cloud .NET User Group) #AI #MicrosoftAgentFramework #DevDay #NHAIWeek #SoftwareDevelopment #NashuaTech #BostonAzureAI #Akumina
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Bob German shared thisOnly in Boston- a room full of Lobsters watching Richard Crane of MILL5 talk about OpenClaw and his new Lobster Pound at Boston Code Camp ! 🦞🦞🦞
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Bob German shared thisDemos are ready for my talk at Boston Code Camp next week on Saturday March 28 in Burlington, MA! I'll show you how to run AI models on everything from a Raspberry Pi to a 128GB workstation, how to run Claude Code and Github Copilot locally and unmetered, how to access AI models from code and write a chat agent which calls APIs and MCP services. Register now at https://lnkd.in/eePVQ5jZ I hope to see you there!
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Bob German reposted thisBob German reposted thisHope to see you Saturday March 28th at Boston Code Camp 40 in Burlington, Mass! #boscc https://lnkd.in/ei374xaR
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Bob German reposted thisHey EVERYONE!! Call for Speakers is open for CollabDays New England 2026, happening in Burlington, MA on Oct 16, 2026. Come join us!! Psst: Call for Sponsors is also open and sponsorships are going quick this year. If you're interested in being a sponsor please reach out, all the details are 👇Bob German reposted this🎉 📢 CollabDays New England 2026 Call for Speakers is open. Please submit your session to join us as a speaker at this year's CollabDays New England on October 16, 2026. The call for speakers is open until May 18, 2026. We'll try and get selections made and speakers notified by early June. https://cdne.link/CfS If you're interested in more the Call for Sponsors is also open, you can get more information here and spots are going quickly. https://lnkd.in/enNcM-Fc We'll be increasing the number of tickets for this year's event by 100 due to popular demand so this should end up being our biggest event yet. Attendee registration will open in August. Sign up for our newletter or follow us here to keep up to date. https://lnkd.in/evHjUcBt Hope to see you there!
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Bob German reposted thisBob German reposted thisI have been vibe coding far too many MCP servers and recently got hooked with building MCP apps (cos I love a good UI) and this one actually made me stop and go "wait, that just worked?" Hooked it up to a full HR consulting workflow - Trey Reseach. Bob German you might like it, being the father of Trey Research 😁 You ask for the dashboard, it shows up. You spot someone with the right skills, tell it to assign them to a project at a specific rate, add a cert to their profile done. Three tool calls, few seconds all done ✅. The part that got me is how natural it feels. So this project works as connectors for both Claude and ChatGPT. So tell me, What MCP app are you building?
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Bob German reacted on thisBob German reacted on thisToday we ran the Copilot Developer Camp at Microsoft Netherlands in Amsterdam – and once again, it was a very good day. Sessions by Albert-Jan Schot Kamal S. , Jos Verlinde plus Knut Relbe-Moe and me, followed by lots of hands-on work. Six super engaged groups jumped into real-life scenarios and delivered strong, practical agent solutions. Great energy in the room, lots of questions, lots of learning, and very open exchanges. Huge thanks to everyone who joined and contributed. And once again, big thanks to q.beyond AG and Vivicta for sending us out to this events and the ongoing support of our community work – this wouldn’t happen without Micrrosoft partners like you Next stop: tomorrow at Microsoft Italy in Rome, together with Dona Sarkar Matteo Pagani and Marco Caruso .
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Bob German liked thisBob German liked thisYesterday we stopped at Microsoft Italy in Rome for the next Copilot Devloper bootcamp. Together with Dona Sarkar , Matteo Pagani , Marco Caruso , Kamal S. plus Knut Relbe-Moe and me, we spent the day working on Copilot, agents, and real-life scenarios. This time we had 13 groups — a lot of energy, a lot of ideas, and really strong discussions throughout the day. Different perspectives, different challenges, but the same motivation to build things that actually help in day-to-day work. Huge thanks to everyone who joined and actively contributed — the engagement made a real difference. And once again, thank you to q.beyond AG , Vivicta and Microsoft for continuously supporting our community work across countries and communities. Now on my way back home to Hamburg, a bit tired — but happy What a great run: Munich → Amsterdam → Rome. See you soon …
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Bob German liked thisBob German liked thisAfter a long time at Microsoft, I've decided to try something new. There are way too many people to thank from Microsoft, both still there and moved on to other places, for their friendship, mentorship and sponsorship over the years. I don't want to miss anyone so won't try to name all of you here but know that I am thankful for all your help through the years. Plus, many Microsoft customers and partners helped me throughout my career by providing feedback, ideas and being the voice for my products to other customers/partners, the press and analysts. Thank you! At Microsoft, I was lucky to have the opportunity to help build, sell, market and engineer some of Microsoft's most well known products and services from when they were unknowns to now being the leader in their categories. For my change, I'm moving to Life360, the leader in family safety apps, to expand their very valuable product to international markets. This is a good opportunity for me to take what Microsoft taught me and apply it to Life360: multiple disciplines, how to scale and customize marketing and products into new markets and how to drive short term results that accrue to a long term strategy. Plus, I have been a customer of Life360 for years so I immediately saw the value the product provides and want to help expand that value to even more customers. It will be an exciting journey and I'm looking forward to diving in and driving our international expansion. If you haven't tried Life360, download it today from the app stores. I would love all your feedback both now and in the future to make sure we build the best product possible! Life360
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Bob German reacted on thisBob German reacted on thisCopilot Developer Camp – Rome ✨ Today, in my hometown Rome, we truly experienced a lot of innovation at the Copilot Developer Camp. It was a great pleasure to be among the speakers and to share my experience by showcasing MCP and Work IQ in Copilot Studio, engaging with a very attentive and curious community. 🎤 The event format was also fantastic: the morning focused on content and use cases, followed by an afternoon hackathon on building agents, where energy, creativity, and collaboration really made the difference. 🤝 Above all, it was a real pleasure to share this experience with an amazing team: Kamal S. Dona Sarkar Martin Rövekamp Knut Relbe-Moe Matteo Pagani Matteo Lenzo Events like these remind us why we love what we do: technology, people, and real impact. See you next time! 🚀 #Copilot #CopilotStudio #MCP #WorkIQ #DeveloperCamp #AI #Agents #Community #Rome
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Bob German liked thisBob German liked this👉84% of the world has never touched AI. Not once. Not even a free chatbot. 16% have typed something into ChatGPT and called it a day. 0.3% are paying $20 a month and feel advanced. 0.04% are running code. And then there’s you. You’re building agents at 2am. Running local models. Stacking workflows nobody has a name for yet. Compounding an advantage most people don’t even know exists. The people laughing at Mac Mini buyers and home GPU nerds? They’re the same people who laughed at domain squatters in 1997. This isn’t early adoption. This is infrastructure. Every serious technology in history had a window, a moment before the crowd arrived, where a small group built the rails everyone else eventually ran on. That window is open right now. The gap isn’t closing. It’s accelerating. Lock in. 👊👊👊
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Bob German liked thisBob German liked thisThe scariest place in a career is not failure. It’s autopilot. You wake up. You go to work. You solve problems. You attend meetings. You deliver. You smile. You go home. You repeat. From the outside, everything looks fine. Stable career. Good salary. Responsible adult life. But inside, something feels… empty. Not dramatic. Not terrible. Just empty. You stop feeling excited. You stop feeling proud. You stop feeling curious. You stop feeling anything, really. You are there. Technically present. But it feels like watching your own life from behind glass. Many high performers don’t burn out because they are incapable. They burn out because they can operate on autopilot for years. They can perform without feeling. Deliver without meaning. Continue without questioning. Until one day, a very uncomfortable question appears: If I continue like this for another 10 years… Will I be happy I did? That question changes everything.
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Bob German liked thisBob German liked thisGreat sessions, practical demos, and a clear vision of how Copilot and AI‑powered agents are reshaping the way we build solutions. But what made the day even better was the opportunity to catch up with local Avanade colleagues — exchanging ideas, sharing experiences, and reconnecting with the community that makes innovation feel real and human. Excited to bring all this back into my work. #Avanade #CopilotDevCamp #Microsoft365 #AIInnovation #DeveloperCommunity #RomeTech
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Bob German liked thisBob German liked this💡 What if your Copilot agent could securely plug into any external system using a standard contract? Fiza Musthafa breaks down the Model Context Protocol (MCP) and shows how to build declarative agents for Microsoft 365 Copilot using the M365 Agents Toolkit. From MCP servers and tool discovery to one-click provisioning in VS Code, this session makes extensibility practical and approachable. 📺 Watch now → https://lnkd.in/d2KMXM2G #Copilot #M365 #Agents #Toolkit #MCP
Experience & Education
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Self.
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Volunteer Experience
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Social Media Manager
Boston Code Camp
- Present 9 months
Education
Boston Code Camp is a semi-annual developer's conference that is free and open to the community. It's a great place to learn and share knowledge about all aspects of software development. Kind sponsors provide funding to cover food and IT costs, making it possible to offer the conference free of charge.
Publications
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SharePoint 2010 Development with Silverlight
Addison Wesley
This book is for any .NET developer who wants to learn how to build rich solutions using SharePoint and Silverlight.
Using Silverlight and SharePoint together, developers can create state-of-the-art applications that utilize Silverlight’s outstanding user experience, and fully leverage the vast collections of business data already stored in corporate SharePoint deployments. It's also fun; check it out!Other authors -
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David Ramel
1105 Media Inc. • 389 followers
Microsoft announced .NET 10 RC 1 with a go-live license -- supported for production use through Oct. 14, 2025. Focus areas include ASP.NET Core/Blazor validation and passkeys, .NET MAUI diagnostics and controls, EF Core vector and JSON support, Libraries post-quantum cryptography, and WinForms Dark Mode.
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René De Vleeschauwer
IKAN • 9K followers
Who says you can’t teach an old mainframe dinosaur new tricks? 🦖 Even we are using modern tools like Google’s NotebookLM to help spread the news about the latest in z/OS modernization! Check out this video to see how Kobee for z/OS is bridging the gap between the Jurassic era of manual scripts and the future of automated DevOps. We aren’t just talking about a fresh coat of paint; we’re talking about a full-throttle CI/CD engine that respects your history while accelerating your future. 🚀 Here is why Kobee is a game-changer for your enterprise: • The Best of Both Worlds: Kobee fully supports IBM’s modern DevOps strategy (like DBB and Wazi), but it also supports standard JCL for both compiling and deploying. ◦ Value: You get total flexibility to modernize at your own pace without abandoning the mission-critical JCL processes you trust. • End-to-End CI/CD Automation: From automated JCL generation to pipeline triggers based on Git events. ◦ Value: You’ll shorten release cycles and eliminate the "human factor" (aka mistakes) from your deployments. • Seamless Toolchain Integration: Kobee plays nice with Git, Jira, and Azure DevOps. ◦ Value: It destroys silos between mainframe and distributed teams, giving you one single source of truth for your entire workflow. • Modern Developer Experience: Support for VS Code and IBM Wazi aaS means your new hires won’t run away screaming when they see a green screen. ◦ Value: Boosts productivity and makes onboarding the next generation of talent a breeze. • Bulletproof Compliance: Full audit trails and role-based approvals come standard. ◦ Value: You’ll reduce audit risk and keep the regulators happy without breaking a sweat. Whether you are running legacy JCL or cutting-edge cloud-based pipelines, Kobee ensures your mainframe is a first-class citizen in the DevOps world. Watch the video below to see how we’re making "Mainframe Dinosaur" a term of endearment, not a description of your tech stack! 👇 Want more info? See https://lnkd.in/eRN6rss2 #Mainframe #DevOps #ZOS #Kobee #IBM #Modernization #NotebookLM #JCL
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Tobias Asböck
Tobias is a Senior System… • 2K followers
#SharePoint admins, heads-up: Chromium 141 is rolling out in just a few weeks. This update will tighten local network access in #MicrosoftEdge and #GoogleChrome. Users opening the OneDrive Web app, Microsoft Lists, SharePoint Lists, or document libraries will see a new permission prompt — unless you configure the right policy. ⚠️ If access is denied, offline mode and performance optimizations in OneDrive and SharePoint stop working. Without preparation, you’ll likely see a spike in support tickets as soon as October or November. ⚠️ 👉 In my post, I walk through the impact and what steps you should take in the next weeks. Now is the time to act. https://topedia.net/gladZf
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Emily Curley
Red Hat • 1K followers
This article shares a discussion with a .NET developer who was tired of "Patch Tuesday anxiety" and managing servers like unique "pets." He moved his ASP.NET Core apps to RHEL Image Mode (bootc) and found it solved his biggest problems—from configuration drift to high-risk patching. If you're in the .NET world, his story is a must-read on how to trade high-anxiety manual processes for a reliable, automated, and self-healing one. hashtag #DotNet #AspNetCore #DevOps #RHEL #Microsoft #Linux
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Dan LaBianca
Converge360, a Division of… • 1K followers
Modern development isn’t just about writing code; it’s about building faster, smarter, and more efficiently with the right tools. This upcoming Live! 360 seminar focuses on exactly that: hands on, full stack .NET development combined with real world use of GitHub Copilot. If you’re looking to level up practical skills you can apply immediately, this is a strong example of where development workflows are heading.
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Yogesh Singh
Databricks • 3K followers
Co-authored this blog with Murali Krishna Talluri— really enjoyed working through the Classic Notifications vs. Directory Listing question that comes up so often with Auto Loader. If you're building on Databricks and using Auto Loader, worth a read. 👇 #Databricks #DataEngineering #AutoLoader
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Lee Stott
Microsoft • 10K followers
🚀 Foundry Local v0.4 is here! ✨ New: • /new chat command • foundry --license for license info 🐛 Fixed: • --force downloads • Multi-GPU errors ⚙️ Improved: • Delete all models with * • Alias support for unload/cache • Interactive runs by default 📦 pip install foundry-local-sdk Check this out at https://lnkd.in/ePBSBp4U #AI #DevTools #FoundryLocal
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David Rajesh Sundardas
ISB Alumni • 5K followers
In this video, you learn how #Docker containers can report their health status—and why that matters when running #WinCCOA. It shows how to set up health checks so that services like a remote web server don’t try to connect before WinCC OA is fully up and running. With a simple script and a few lines in your Docker Compose file, you can make sure everything starts in the right order and avoid unnecessary connection issues. Watch the Video here: https://sie.ag/5pSvfV #HealthChecks #AutomationReliability #SCADA
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Jim Marion
jsmpros • 7K followers
Since it is the default behavior, it is common to create a Content Reference for every component. But should you? With Fluid, the answer may be "No." Consider Fluid Job Data. It is a minimum of three components. The first one launches from a Tile. That component needs a Content Reference. The other two do not... or do they? There is one other feature that requires Content References: 👉 Event Mapping Of course, if it is your own component, you won't be using Event Mapping or Page and Field Configurator. I just mentioned it for completeness.
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Gagan Anand
Capital One • 5K followers
New Video Alert! 🚀 Just dropped OmniStudio Integration Procedure Tutorial 2 - HTTP Action and Remote Action on my YouTube channel! 🔹 HTTP Action – Learn how to securely call external APIs directly from your Integration Procedures. 🔹 Remote Action – See how to call Apex classes to log the integration response with business logic for dynamic Salesforce data processing. 📌 You’ll learn: ✅ How to configure both HTTP and Remote Actions ✅ How to pass and handle JSON payloads ✅ Logging Integration response through remote action Check it out and level up your integration skills: https://lnkd.in/gdnPyzT9 #OmniStudio #Salesforce #IntegrationProcedures #HTTPAction #RemoteAction #SalesforceDev #Vlocity #Integrationprocedure #salesforceInterview #agentforce #trailhead #salesforcecertified #Interview #Job #LWC
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Daniel C.
GlideFast Consulting • 3K followers
The now-sdk + Claude combo is genuinely impressive. Front end work in ServiceNow has never been my strong suit, but with Claude easily hooking into my Script Includes, that gap is disappearing fast. I've been working on ways to push SN to the limit. This time, it's Meridian, an AI chat/Agent built and designed more like a file system, where each action is structured like an .md file. Agent mode connects multiple actions together to complete tasks. All this functionality has been built directly into a UI page and a modal
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Kalai Elumalai
Microsoft • 3K followers
Vibe working is here. Excited to introduce Agent Mode and Office Agent in #Microsoft365 #Copilot ✨ Agent Mode in Excel speaks native #Excel creating dynamic arrays, PivotTables, and charts -- while sharing and validating every step. And iterating with Copilot has never been easier. ✨ Office Agent is the chat-first way to build Office content. Just describe what you need, and Copilot will clarify your intent, research, and deliver a polished presentation or document. From there, keep iterating or hand off to #PowerPoint or #Word for final refinements with Copilot. Both Agent Mode in Excel and Office Agent are available today through the Frontier program. Links to blogs in the comments including evals and details on how these capabilities were built.
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Scott Houghton
Independent Consultant • 3K followers
Part 2 is live: C.R.A.F.T. Framework with .NET and Azure I broke down exactly how we're using systematic AI-assisted development on my current restaurant tech platform. Key insights: ✅ Multi-agent orchestration: Claude Code for complex logic, Copilot for patterns, GPT-5 for troubleshooting ✅ Centralized documentation that all AI agents reference ✅ GitHub Copilot's Azure integration providing real-time infrastructure context ✅ Multi-layer security scanning catching issues automatically ✅ What actually breaks (file sprawl, multi-tenant logic gaps, performance assumptions) The reality: Different AI models excel at different tasks. The teams getting 3-4x velocity aren't using one tool—they're orchestrating multiple agents with consistent documentation and validation. This is production implementation, not proof of concept. Multi-repository architecture. Real security requirements. Actual scaling constraints. Article: https://buff.ly/MPRBRvL What's your experience with multi-agent AI development? #SoftwareDevelopment #ArtificialIntelligence #DotNet #Azure #DevSecOps
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Anuj Arora
Foot Locker • 2K followers
A default auto-sync feature in Microsoft OneDrive automatically moves local files to SharePoint, creating a significant security risk by exposing sensitive data and secrets on a large scale. Research from Entro Security highlights the severity of the issue, revealing that one in every five exposed secrets within an enterprise originates from files synced to SharePoint. Stay connected to Anuj Arora for content related to Cybersecurity. #LinkedIn #Cybersecurity #Cloudsecurity #AWS #GoogleCloud #Trends #informationprotection #Cyberthreats #CEH #ethicalhacker #hacking #cloudsecurity #productmanagement #cybersecurity #appsec #devsecops #Cloudstrategy #cloudgovernance #ITIL #Azure #Datasecurity https://lnkd.in/g7PzTXxb
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Mahesh Mugdalbetta
APIwiz • 592 followers
𝐑𝐞𝐭𝐡𝐢𝐧𝐤𝐢𝐧𝐠 𝐀𝐏𝐈 𝐌𝐨𝐧𝐢𝐭𝐨𝐫𝐢𝐧𝐠 𝐰𝐢𝐭𝐡 𝐄𝐧𝐝-𝐭𝐨-𝐄𝐧𝐝 𝐎𝐛𝐬𝐞𝐫𝐯𝐚𝐛𝐢𝐥𝐢𝐭𝐲 Most teams think API monitoring is enough. In practice, it’s where debugging starts—not where it ends. What’s changing is the shift from endpoint health to request behavior across systems. A single API call today isn’t a transaction—it’s a distributed workflow spanning gateways, services, queues, and databases. If you can’t follow that path end-to-end, you’re operating blind. On the ground, this is what we’re seeing: – Teams have dashboards, but still jump between 4–5 tools during incidents – Latency issues are misattributed because downstream dependencies aren’t visible – Logs exist, but lack correlation—so root cause analysis takes hours, not minutes This is where observability starts to matter—not as tooling, but as architecture. ▪️ Tracing is becoming the backbone, not an add-on ▪️ Correlation IDs are non-negotiable for debugging at scale ▪️ Metrics alone are insufficient—they lack causality ▪️ Logging without context increases noise, not clarity ▪️ Sampling strategies directly impact cost vs visibility trade-offs ▪️ Legacy systems remain the hardest gap in end-to-end visibility The real shift isn’t technical—it’s operational. Teams are reorganizing around service ownership with accountability for telemetry, not just code. If I had to prioritize: invest in trace-first thinking, enforce context propagation early, and treat observability as a design concern—not a post-production fix. Because in distributed systems, you don’t debug APIs—you debug journeys. #APIwiz #APIObservability #Microservices #CloudArchitecture #TechLeadership #APIGovernance #DigitalTransformation #DevOps
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