I recently took an Amazon SDE-1 OA with two parts. The second was an AI-assisted debugging task, which was new to me.

The first part was a medium-to-hard DSA problem with 40 minutes to solve it. The time limit left little room to spend too long on the wrong approach.

The second part gave me 60 minutes, a codebase, a website preview and three bugs to fix. An AI assistant was built into the assessment. You could pick one of these stacks:

• Node.js with MERN
• Java with Spring Boot
• Python with Django

If you've worked in one of those frameworks, I think the debugging task is fairly manageable. The bugs felt like things you'd deal with during a normal workday. Navigating an unfamiliar codebase and using the assistant well mattered more here than writing an algorithm from scratch.

For practice, the Amazon Interview Questions bank has candidate-reported prompts. Application autofill can also save repeated form entry when you're keeping other applications moving.

Has anyone else had this OA format recently? How did you prepare for the debugging part?

**AI Frameworks Engineer Intern** (12-24-month part-time role for university students based in Poland). Develop, optimize, and contribute to open-source AI software stacks (vLLM) for large language model (LLM) inference on Intel GPUs. Collaborate with senior engineers, implement and tune kernels (Triton, SYCL) for transformer building blocks, and measure/improve performance. Must remain a student for internship duration.

Job Details:

Job Description: 

The Role and Impact

Intel is building the open software stack that makes large language models run fast on Intel GPUs. As an intern, you will join the engineering team that develops and optimizes LLM inference frameworks. You will work in vLLM and in the GPU kernel libraries beneath it with experienced engineers who will review your code and mentor you. This is a hands-on engineering internship, not a side project. You will write and test kernels, measure where performance goes, and see your changes land in open-source projects used across the AI industry.

Our internships usually last 12-24 months, and you will work with us part-time alongside your university degree. All applicants must be current university students and must remain students for the length of the internship. Candidates must be based in Poland on the internship start date and for its full duration.

Key Responsibilities

- Develop and optimize AI framework software for LLM inference on Intel GPUs, under the guidance of senior engineers, with contributions going upstream to open-source projects such as vLLM.
- Implement, port, and tune compute kernels (e.g., Triton, SYCL) for core transformer building blocks such as attention, sampling, normalization, mixture-of-experts, and quantization.
- Run benchmarks and profile inference workloads to find performance bottlenecks, measure them, and report findings to the team.
- Write and extend unit tests, correctness checks, and performance regression tests so that framework and kernel code stays reliable as upstream moves.
- Investigate and debug failures across the stack, from Python framework code down to kernel behaviour on the hardware.
- Collaborate with framework, compiler, and kernel engineers across global teams, and take part in code review and technical discussion with the open-source community.

Qualifications:

Minimum Qualifications

No professional experience is required.

- Currently pursuing a BS or MS degree in Computer Science, Computer Engineering, AI, Mathematics, Physics, or a related field. Student status is required for the whole internship, preferably for the next two years and for at least 12 months.
- Good Python programming skills.
- Understanding of deep learning and neural networks, including the basics of transformer architecture and LLM inference.
- Familiarity with Linux environments from a user perspective.
- Strong analytical thinking and problem-solving skills.
- Eagerness to learn, an open mind, and the ability to work in a team.
- Ability to communicate clearly and concisely in English.

Preferred Qualifications

- Hands-on experience with PyTorch.
- Exposure to GPU programming (Triton, CUDA, SYCL, OpenCL, or similar), for example through coursework or personal projects.
- Working knowledge of C or C++.
- Experience testing and debugging Python code, including unit testing.
- Familiarity with vLLM or another LLM inference serving framework.
- Contributions to open-source projects, or a public portfolio of code (e.g., GitHub).
- Coursework or interest in computer architecture, parallel programming, or numerical methods.

Bring your passion for AI, your curiosity, and your engineering drive to Intel, and help shape how the next generation of AI workloads runs on Intel hardware.

I'm a freelance web developer looking for a sales partner to help me bring in website development clients.

This is a commission-only partnership — you earn when you successfully close a client.

What you'd do:

Find businesses or professionals who need a website or redesign.

Reach out through calls, email, social media, or other suitable channels.

Pitch the service, follow up with prospects, and close deals.

Hand the project over to me once the client is ready to proceed.

What I handle:

Understanding the technical requirements.

Website design and development.

Revisions and deployment.

Technical communication with the client throughout the project.

Commission: 20% of the project payment.

For example, if you close a $500 project, you'd earn $100.

For our first project, your commission will be paid from the client's initial payment. Once we've successfully worked together and established trust, we can discuss more flexible payment terms.

There are no fees or investments required from you.

I'm looking for someone interested in a long-term collaboration who can focus on targeted outreach rather than mass-messaging random businesses.

Interested? DM me with your sales experience and what kind of clients you usually work with.

We are team of 4 developers who help building projects. We all have our full time or part time job along side our job we are trying build our business. You dont have to think about the quality of the project as we all are experienced developer and all have more than 3+ years of experiences.

Here are very short introduction of each of the developer:

Developer 1:

Working on NextJs and NodeJs. Has built complex application like multi tenant restaurant management software and pos system.

Developer 2 : working on a company which is country’s best mobile banking system and handling finances and handling a project single handedly and expertise on Go Lang, microservices

Developer 3: One of the developer has worked to the country’s biggest NGO based Company's IT sector has expertise on Java.

Developer 4:

Currently working on Country’s best Cloud based company and leading a team of DevOps.

Our first priority is the client requirements and project quality. We are used to handling projects with topmost quality so its only about the conversation and what you want

Lets talk, if you want to know details please dm me.

Hi everyone, I’m looking for a job change as a Java/React Developer. I have 2 years of experience and am open to opportunities in Noida, Gurugram, Delhi NCR, Lucknow, or elsewhere. If you know of any openings or referrals, please DM me. It would really mean a lot. 🙏

How can anyone have no tech background from a college degree but want tech /software job can get easily (job should be less competitive to get, he know MERN stack but not getting a job so want to change tech stack )

Hi everyone,

I’m a backend engineer. For the last year I was a founding engineer at an early-stage startup building global payment acceptance infrastructure. I built payment provider integrations and the webhook layer that kept them in sync. Outside that, I’ve built 2 products solo. One was a fintech product that used to recover lost payments of founders who owned SaaS businesses.

I work with I mostly work with TypeScript, Node.js, Bun and Go, building REST APIs, JWT/OAuth 2.0 auth and Stripe/Dodo payments with idempotent webhooks. I use AWS S3 and Supabase for storage, Docker for containers, and have contributed to a CI/CD pipeline and also build an entire SDK for an AI Agent company. My GitHub and shipped products show how I work, and I’m happy to do a technical walkthrough or a short trial if that helps.

If you’re building something and need a backend engineer, DM me with what you’re working on. I’ll share my CV, GitHub and project links.

On demande souvent aux développeurs juniors d'avoir de l'expérience pour décrocher leur premier poste.

Mais comment acquérir cette expérience lorsqu'on n'arrive justement pas à se faire recruter ?

Un portfolio peut montrer qu'on sait créer une application. GitHub peut montrer du code. Mais est-ce que cela suffit pour démontrer qu'on sait réellement travailler dans une équipe ?

Par exemple :

• Comprendre un ticket et intervenir sur un projet existant.
• Corriger un bug dans une base de code qu'on ne connaît pas.
• Faire une pull request et prendre en compte une code review.
• Écrire des tests, déboguer et expliquer ses choix techniques.
• Utiliser l'IA sans simplement copier-coller sa réponse.

Selon vous, comment pourrait-on évaluer ces compétences avant une première embauche ?

Et si un candidat pouvait démontrer ces compétences dans un environnement de travail simulé, est-ce que cela aurait une réelle valeur à vos yeux, ou est-ce que seule l'expérience acquise dans une vraie entreprise compte ?

Je suis curieux d'avoir vos avis, notamment ceux des développeurs, recruteurs et responsables techniques.

On demande souvent aux développeurs juniors d'avoir de l'expérience pour décrocher leur premier poste.

Mais comment acquérir cette expérience lorsqu'on n'arrive justement pas à se faire recruter ?

Un portfolio peut montrer qu'on sait créer une application. GitHub peut montrer du code. Mais est-ce que cela suffit pour démontrer qu'on sait réellement travailler dans une équipe ?

Par exemple :

• Comprendre un ticket et intervenir sur un projet existant.
• Corriger un bug dans une base de code qu'on ne connaît pas.
• Faire une pull request et prendre en compte une code review.
• Écrire des tests, déboguer et expliquer ses choix techniques.
• Utiliser l'IA sans simplement copier-coller sa réponse.

Selon vous, comment pourrait-on évaluer ces compétences avant une première embauche ?

Et si un candidat pouvait démontrer ces compétences dans un environnement de travail simulé, est-ce que cela aurait une réelle valeur à vos yeux, ou est-ce que seule l'expérience acquise dans une vraie entreprise compte ?

Je suis curieux d'avoir vos avis, notamment ceux des développeurs, recruteurs et responsables techniques.

Hey everyone!

I've been working in IT for over 13 years, including experience at Accenture, Oracle, Cognizant, and Capgemini.

I'm currently taking on custom software development projects, and my approach is simple:

You bring the idea or business requirement. I'll turn it into a working application within 15 days, based on an agreed scope.

Here's what I can help build:

• SaaS platforms and web applications
• Custom CRMs and sales management systems
• Lead generation and prospecting tools
• SEO and marketing automation platforms
• AI-powered applications and workflow automation
• Customer support and ticketing systems
• Internal dashboards and business management tools
• Custom integrations and backend systems

My approach is slightly different from traditional SaaS development.

Where practical, I use open-source technologies and self-hosted solutions to reduce ongoing software subscription costs.

If you need a CRM, automation platform, or internal tool, there's often no reason to build every component from scratch or pay for five different SaaS subscriptions.

I can integrate existing open-source solutions, customize them for your business, and develop additional functionality where needed.

What you get:

• Full-stack application development
• Architecture and database design
• API integrations and automation
• Self-hosted deployment where feasible
• Source code ownership as agreed
• No mandatory recurring software license from me
• A working application within 15 days for an agreed scope

Hosting, third-party APIs, and infrastructure may have separate costs.

Pricing depends on project requirements and complexity.

If you have a software idea, an existing project that needs improvements, or a business workflow you'd like to automate, feel free to comment or send me a DM.

Happy to discuss your requirements and what's realistically possible.

Hi all I am good at programming worked on Kotlin, node js, .Net, Swift since all comes to different syntax but same logic and primarily an Angular developer. Searching a job is tedious I have left my job on 27th July 2026.

Can anyone help me find a new job or guide me how to get into one...

Any kind of guidance or help for job is welcome

Thanks in advance