The new flagship course just dropped in the classroom. Every builder here can make something work on their machine. This course is about everything after that: getting it live, keeping it live, and knowing exactly what it is doing when you are not looking. You follow one product all the way through. Kestrel Books, an order management tool for an online bookseller. You deploy it, instrument it, load test it, break it on purpose at 3am, respond to the incident, write the postmortem, and hand it over like a professional. By the end you will be able to: ☐ Ship to production with proper environments, secrets and reproducible builds ☐ Run CI/CD pipelines, canary releases, feature flags and zero-downtime migrations ☐ Roll back cleanly, and know the rare cases where you must roll forward instead ☐ Read logs, metrics and traces like instruments, not noise ☐ Set alerts that wake you for real problems and nothing else ☐ Define SLOs and error budgets, run incidents calmly, and write blameless postmortems ☐ Operate client systems as an FDE: runbooks, handover packs, reliability reviews, and when to say no to a launch How it works: ☐ 4 levels, 24 modules, 120 lessons, every module gated by a quiz ☐ 4 scenario labs where you make the actual calls: ship, hold, canary or reverse ☐ Drill mode for rapid-fire revision with streak tracking ☐ 30-question certification exam. Pass at 24 and print your certificate with your score and credential ID ☐ One file, opens in any browser, progress saves automatically, light and dark themes This pairs directly with the FDE tracks. Deployment gets you the demo. Observability and reliability get you the renewal. Find it in the classroom now. Post your certificate in the community when you pass the exam. First five certificates get a shout-out. Who is starting today? Drop a ☐ below and tick it when you finish Level 1. Link: https://www.skool.com/fde/classroom/4d671d8a?md=18ad5308cf3d4bf69d58c24c71335156

Sharing info in Public... URL: https://lnkd.in/p/d63H8a_A

Happy to share that... I started working of building agent as per Module-5 from Launchpad Series...

𝐅𝐨𝐫𝐰𝐚𝐫𝐝 𝐃𝐞𝐩𝐥𝐨𝐲𝐞𝐝 𝐒𝐨𝐟𝐭𝐰𝐚𝐫𝐞 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 — 𝐖𝐚𝐫𝐞𝐡𝐨𝐮𝐬𝐞 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧 📍 Cincinnati, Ohio, USA 💼 Full-time | Entry Level 💰 $85K – $122.2K/year 🎓 1–3 years of software engineering experience 𝐖𝐡𝐲 𝐭𝐡𝐢𝐬 𝐫𝐨𝐥𝐞 𝐢𝐬 𝐢𝐧𝐭𝐞𝐫𝐞𝐬𝐭𝐢𝐧𝐠 👇 This is a strong example of what modern 𝐅𝐨𝐫𝐰𝐚𝐫𝐝 𝐃𝐞𝐩𝐥𝐨𝐲𝐞𝐝 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 looks like. You’ll work directly with warehouse operations teams to turn real-world problems into production software. 🔹 70% Software Development 🔹 30% Stakeholder Consultation 🔹 Python backend engineering 🔹 React / Vue frontend 🔹 Kubernetes-based deployment 🔹 AI-assisted development 🔹 AI/ML for forecasting & optimization 🔹 Real-world warehouse & supply-chain systems 🔹 0→1 Warehouse Execution System 𝐊𝐞𝐲 𝐬𝐤𝐢𝐥𝐥𝐬 𝐭𝐨 𝐩𝐫𝐞𝐩𝐚𝐫𝐞: Python + APIs + Backend React / Vue Kubernetes & Containers AI-assisted development System design Problem solving Stakeholder communication Production deployment ⚠️ 𝐈𝐦𝐩𝐨𝐫𝐭𝐚𝐧𝐭: Immigration sponsorship is not available for this role. 🔗 𝐉𝐨𝐛 𝐋𝐢𝐧𝐤: 👉 https://www.pgcareers.com/global/en/job/R000155929/Forward-Deployed-Software-Engineer-Warehouse-Innovation?source=RS_LINKEDIN 💬 𝐅𝐃𝐄 𝐓𝐚𝐤𝐞𝐚𝐰𝐚𝐲: Notice how this role isn't just “writing code.” 𝐘𝐨𝐮 𝐮𝐧𝐝𝐞𝐫𝐬𝐭𝐚𝐧𝐝 𝐭𝐡𝐞 𝐩𝐫𝐨𝐛𝐥𝐞𝐦 → 𝐝𝐞𝐬𝐢𝐠𝐧 𝐭𝐡𝐞 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧 → 𝐛𝐮𝐢𝐥𝐝 𝐢𝐭 → 𝐝𝐞𝐩𝐥𝐨𝐲 𝐢𝐭 → 𝐰𝐨𝐫𝐤 𝐰𝐢𝐭𝐡 𝐭𝐡𝐞 𝐜𝐮𝐬𝐭𝐨𝐦𝐞𝐫. That’s the FDE mindset. 🚀 𝐖𝐡𝐚𝐭 𝐩𝐚𝐫𝐭 𝐨𝐟 𝐭𝐡𝐢𝐬 𝐫𝐨𝐥𝐞 𝐰𝐨𝐮𝐥𝐝 𝐲𝐨𝐮 𝐰𝐚𝐧𝐭 𝐭𝐨 𝐥𝐞𝐚𝐫𝐧 𝐦𝐨𝐬𝐭?

My current role: SDE Strengths I bring to FDE: Solution Designing & Engineering Gaps I must close: Customer Influence and Business Impact 3 skills I'll prioritize: Data Scientist, Data Engineer, ML Engineer Project I'll build: AI Customer Support Assistant (Module 5) My new resume positioning line: Senior FDE