software development

software development Community

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Kevin Adams
Asked on 05-02-2025

How do you handle distributed transactions across multiple microservices without using 2PC?

We are building an e-commerce platform where an "Order" requires updating the Inventory, Payment, and Shipping services. Since we can't use traditional Two-Phase Commit in a distributed ...
Software Development
12251 views
votes
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Robert Thompson
Asked on 05-02-2025

What are the best practices for Prompt Chaining vs. long-form "Mega-Prompts" in production?

I am building a complex workflow for automated legal document review. Initially, I tried one "Mega-Prompt" that was over 2,000 tokens long, covering everything from formatting to legal citat...
Software Development
13158 views
votes
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Douglas Newman
Asked on 05-02-2025

Why do inner classes cause Java memory leaks?

Our team noticed that non-static inner classes are preventing outer activities and objects from being garbage collected. What causes memory leaks in Java applications when utilizing inner classes, and...
Software Development
6680 views
votes
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Patrick Sullivan
Asked on 05-02-2025

Is vLLM the best choice for Software Development involving local LLM deployments?

I’m a dev building an internal tool for our company and I need to know How vLLM improves AI model performance? on a single-GPU workstation. If I’m only serving 5-10 users internally, is vL...
Software Development
5344 views
votes
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Melissa Sterling
Asked on 05-02-2025

Will the demand for standard full stack developers fall as AI model deployment grows?

I am currently managing a content strategy website focused on IT certifications, and we see massive search traffic regarding career transformations. Tech professionals are genuinely anxious about whet...
Software Development
11289 views
votes
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Cynthia Burke
Asked on 05-02-2025

Is Kubernetes mastery the secret to a $150k+ AWS DevOps salary?

I've been working with AWS for 3 years, but my salary has stalled at $115k. I keep seeing EKS and Kubernetes listed on all the high-paying job descriptions. Is learning K8s the primary driver for ...
Software Development
6879 views
votes
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Justin Carter
Asked on 05-02-2025

What are the must-have automated tests in a CI pipeline?

I'm building a CI pipeline from scratch for a React/Node.js project. I don't want the pipeline to take 30 minutes to run, but I also want to make sure we don't push bugs to production. Wha...
Software Development
15082 views
votes
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Cynthia Burke
Asked on 05-02-2025

How do I build an AI agent that can search the web and summarize news?

I want to automate my morning routine by having an AI agent browse specific industry sites and send me a Slack summary. I’ve looked at LangChain and CrewAI, but they seem a bit complex for a beg...
Software Development
7206 views
votes
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Brandon Walsh
Asked on 05-02-2025

How does Microsoft Semantic Kernel manage "Semantic Memory" for long-term project context?

We are working on a Software Development project that will last 18 months. We need our AI to remember architectural decisions made in month one. How does Microsoft Semantic Kernel handle this long-ter...
Software Development
11979 views
votes
PA
Patrick Fowler
Asked on 04-02-2025

Is it worth attending a software development bootcamp over a traditional degree?

I am debating whether to enroll in an intensive coding bootcamp or pursue a traditional four-year computer science degree. Bootcamps are faster, but do they actually cover deep computer science concep...
Software Development
11818 views
votes

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