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StackPilot

@TheStackPilot

Backend Engineer (7+ yrs) | Real production lessons on System Design, Scaling & Debugging in Spring Boot Daily threads + quick tips | DM for collabs

Katılım Mart 2026
802 Takip Edilen716 Takipçiler
StackPilot
StackPilot@TheStackPilot·
Load balancers don’t just distribute traffic. They stop your single server from becoming the bottleneck when users flood in
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StackPilot@TheStackPilot·
Backend engineering is basically: “Everything is working fine” until one small config changes and suddenly: Kafka stops consuming Redis starts timing out one microservice dies silently alerts explode at 2AM #BackendEngineering #Microservices #Java #SpringBoot
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Daniel Victor
Daniel Victor@danielcodess·
Looking to meet more builders and tech minds on here ✨ Into: • Full-stack • DevOps • App Dev • SaaS • AI/ML • Data Science • Freelancing • Startups Reply below so we can connect 🤝
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Dhanush
Dhanush@dhanushnagineni·
Looking to #connect with: .Developers .Indie Hackers .Solopreneurs .Designers . Open-source . software developer Let's connect #buildinpublic
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StackPilot@TheStackPilot·
Most backend bugs aren’t hard. Finding them is.
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kaushh
kaushh@lexlogic_17·
Hey @X I'm looking to #connect with people interested in: - Frontend - Backend - Full stack - Data Science - UI/UX - Freelancing - Startup - Saas Say hello & Let's grow together
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sun@sunncynn·
gm @X I’m looking to #connect with people interested in - #buildinpublic - founder - indie hcker - LLM (deepseek, Kimi, Claude, GPT) - AI agent - GTM - B2B SaaS - Local business software Tell me what you build. join the builder community! Let’s connect and grow together
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StackPilot
StackPilot@TheStackPilot·
Backend engineering is basically: fixing one issue, creating two new ones, then acting surprised in production.
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Naseem Khan
Naseem Khan@naseemkhandev·
Hey @X I'm looking to #connect with people interested in: - SaaS - Startup - Marketing -SaaS -Tech -Automation -AI tools - Mobile Development -Web APP -Devs Let's grow together 🤝 #letsconnect #buildinpublic
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Ankit
Ankit@Ankit23_exe·
I'm 21 , a software developer. I want to connect with people who love:- - Coding - vibe coding - Full stack developer - software engineer - AI/ML IF YOU'RE INTO TECH.. LET'S #CONNECT
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StackPilot
StackPilot@TheStackPilot·
I enjoy backend work because most improvements are invisible to users. Faster response times. Better reliability. Cleaner architecture. Nobody notices when things work smoothly
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StackPilot@TheStackPilot·
A lot of engineering growth comes from debugging systems you didn’t build yourself. That’s where you really learn to read code carefully.
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StackPilot@TheStackPilot·
Tired of parsing messy LLM JSON with regex at 2 AM? 😩 Spring AI Structured Output = perfect POJO every single time: • Just give it a Java class • LLM obeys the schema No more “sorry, invalid JSON” errors. Game changer for backend integrations.
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StackPilot@TheStackPilot·
Your microservices crashing at 3 AM? Build autonomous self-healing with Spring AI + observability loop: • Observe → Plan → Act → Learn • LLM decides the fix and applies it I’m prototyping this right now – already auto-fixed OOM and image-pull errors. Would you trust an AI to fix your prod issues? Yes or no? Vote below 👇
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StackPilot@TheStackPilot·
LLM says ‘I’ll call the weather API’… but how the hell do you actually make it happen in code? Spring AI tool calling does it in 5 lines: • Define @ Tool • Add to ChatClient • LLM decides when to call No more prompt hacks. Production-ready calling. Tried tool calling? Did it actually work first try? 😂 Drop your story 👇
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StackPilot@TheStackPilot·
@sama 1 billion images?! 🔥 India is not just using AI, we’re absolutely flooding it… From wedding invites to cricket memes, everyone’s hooked. What’s the wildest image an Indian has generated so far? 👀
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Sam Altman
Sam Altman@sama·
ChatGPT Images 2.0 💚 India. Already more than 1 billion images created there; awesome to see.
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StackPilot@TheStackPilot·
LLMs are cool… until you need them to actually DO something. Spring AI agents fix that: • Retrieval • Tools • Memory One @ Bean and your LLM becomes an autonomous worker. Built my first self-debugging agent last week – mind officially blown. Built an agent yet? What did it do? Share 👇
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StackPilot@TheStackPilot·
Plain Postgres just got superpowers. PGVector + Spring Boot = production-ready vector search in 10 lines: • Add the extension • Store embeddings • Similarity search with @ Query No extra DB, no extra cost. I switched last month and never looked back. Still using a separate vector store? Why? Tell me below 👇 #BackendDev
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