23 Hot Programming Trends’ And 23 Going Cold
This is a comprehensive list of hot programming trends, and those that are declining in their popularity.
...platforms—initially the major ones—so interactions and leads generated there can flow straight into the CRM. I expect well-structured Laravel code that follows PSR standards, clear naming, and thorough inline comments. Please include: 1. Full migration and seeder files for every table. 2. A versioned API (v1) with OpenAPI/Swagger documentation. 3. PHPUnit or Pest tests that cover critical endpoints. 4. Docker or Sail scripts so the project spins up in one command. 5. A brief hand-over document explaining how to extend the pipeline or add new integrations. If you have previous experience building Laravel APIs or connecting apps to social media Graph APIs, mention it in your proposal along with a link to a similar project or repo....
...need the official open-source Java backed of our project deployed, configured, and ready for continuous delivery. The source code is stable; what’s missing is a production-grade environment that handles build, test, and roll-out with minimal manual touch points. Here is the flow I have in mind: 1. Hybrid database approach Distributed Cluster (3 VPS server) 2. Containerize the application with Docker and automate builds via Maven or Gradle. 3. Primary Databases for Chat History Cassandra (NoSQL) 4. Secondary Databases PostgreSQL (for users Metadata) on the codebase’s data model. 5. Redis : Presence/Session 6. Backed Language: Spring Boot Java 21/25 with RabbitMQ,and Maven or Gradle configuratio 7. Real-time: WebSockets for bidirectional communication 8. also pr...
Backend / Full Stack Developer (Node.js, React, MongoDB, PostgreSQL) – 5+ Years ...development. • Solid experience with React (Hooks, Context API, state management). • Experience with MongoDB and PostgreSQL. • Strong understanding of REST APIs and microservices architecture. • Experience with Git and CI/CD pipelines. • Good understanding of authentication (JWT, OAuth) and security best practices. • Experience with cloud platforms (AWS, GCP, or Azure) is a plus. • Familiarity with Docker and containerized deployments is an advantage. • Strong problem-solving and debugging skills. Nice to Have • Experience with TypeScript. • Knowledge of GraphQL. • Experience working in Agile/Scrum teams. • Exposure to DevOps practices....
I’m running Base44 on a Plesk...preview lives in the app UI). – Solution must fit smoothly into Plesk’s environment without breaking future updates; ideally a self-contained script, microservice or Plesk extension. Tech background you can leverage • Root SSH access to the Plesk server (Ubuntu). • PHP 8 and Node.js are both enabled, so you can choose whichever runtime suits the converter wrapper. • Imagemagick, Python and Docker are available if they help streamline the pipeline. Deliverable A working integration deployed on my server, with clear setup notes so I can reproduce it on staging. Once installed, I’ll upload a set of DST, PES and EXP samples; if each triggers a PNG that displays in the Base44 interface with correct colors ...
...transcripts into Postgres. Streamlit pulls both live Redis data and historical Postgres records to render the dashboard. Deliverables 1. Streamlit app packaged in a clean repo with Dockerfile and 2. Redis models / helper scripts for chat state management 3. Postgres schema changes (DDL) and seed script for sample data 4. README covering local dev up to production deployment on Docker Compose 5. Brief Loom or similar walkthrough (≤10 min) showing the chat flow end-to-end Acceptance criteria • An agent can see a new customer appear in the queue within one second. • Chat messages persist in Postgres once a session closes, and a reload shows the transcript. • No blocking calls in the Streamlit app; UI stays responsive under three concurrent chats....
Hi we need to implement Odoo Comunity (the free version) in our Architecture firm, we would like to implement it in 2 phases. It will be hosted on a HP MiniPC Phase 1: Installing (Migrating our already installed) Odoo community on docker. Configurating Odoo for project management and resource planning. Define a default 3 default templates depends on our type of project, with default tasks and sub-tasks. On each template allocate a specific default time / task or sub-task. Counting with a counter with play pause and stop button the effective time spend on that task sub-task Assign roles, CEO, PM, ARHITECT the PM and CEO are the only one who can change the default task or sub-task time. Alocate task and sub-task to someone. PM and CEO Needs to receive notification when someone finish...
...Kubernetes, CI/CD, service mesh, and auditability. Deploy and manage regional GKE clusters (e.g., primary in me-central1/Riyadh), implement secure multi-environment landing zones, and build reusable Infrastructure-as-Code with automated, auditable provisioning. Build CI/CD pipelines using Cloud Build and/or GitHub Actions to containerize and deliver Python backend and Angular frontend services, publish Docker images, and deploy via Helm charts with tenant-specific configuration. Implement advanced deployment strategies on GKE using Istio service mesh, including header-based canary releases and tenant-aware traffic routing (e.g., X-Tenant-ID). Enable global scalability, multi-tenant isolation, observability, and resilience, and implement system-wide immutable audit logging/ledger ...
...load in under two seconds on a 3G connection • Authentication follows OWASP best practices and supports future SSO providers • Admin panel can manage users, connection requests, and site-wide metrics • Automated test suite (unit, integration, end-to-end) maintains ≥90 % coverage with a CI pipeline that blocks failing builds • Production deployment uses repeatable infrastructure scripts (Docker, Terraform, or similar) and is documented clearly for handover At hand-off I expect the complete, commented source code, an up-to-date README, API documentation, database schema diagrams, and a one-click (or single command) deployment process. Ongoing collaboration for future iterations—feature additions, integrations, and performance tuning—is ...
... Security, and Operations teams to deliver secure-by-default services with great developer ergonomics. Tech stack (current & relevant) • Python (Django / Django REST Framework) • Go (services, high-performance workloads) • C++ / C# (agents, performance-critical components, integrations) • REST APIs, OpenAPI/Swagger • PostgreSQL / Redis (typical), message queues/eventing (nice-to-have) • Docker, Kubernetes (nice-to-have) What we’re looking for • Strong backend experience in Python and/or Go (bonus for C++ or C#) • Strong experience building REST APIs (preferably with Django REST Framework) • Solid understanding of backend architecture: data modeling, caching, concurrency, scalability • Secure coding mindset (i...
RAG must be developed as an independent regulatory validation engine running after FINAL MERGE, using a closed-domain approach that operates only on uploaded official documents without external web search. It should run after final_merged_text is completed and Vision results are appended, connected from n8n only via a Side-Car API call. RAG must be deployed as a separate Docker container with a vector database in channel-specific namespaces already made in current workflow Input data should include final_merged_text and Vision tags, and RAG must not influence generation logic, only validate final outputs. The output must be a structured JSON validation report containing legal references, not just OK/NG. Because this is a closed-document RAG structure, it provides high accuracy and ...
...PWA (installable on desktop and mobile) - Mock JSON data included for all 5 pages - Environment variable to switch mock data / live API - Dockerized (Dockerfile + ) - Mobile responsive - Clean component architecture MOCK DATA TO INCLUDE: - mock/ — 5 sample conversations with messages - mock/ — 10 sample emails - mock/ — Sample folder/file structure - mock/ — Sample status and metrics - mock/ — Sample document tree with markdown content DELIVERABLES: - Source code (Git repo or ZIP) - All 5 pages working with mock data - README with setup instructions - Docker setup - PWA manifest and service worker - Clean, reusable component structure IP OWNERSHIP: Full ownership of all source code transfers to me upon final payment
...date range, department, or individual employee, exportable to CSV and PDF • A webhook endpoint so our internal systems can consume every check-in or alert programmatically Feel free to choose the stack you are most productive with—Python (OpenCV, FaceNet, Flask/FastAPI), or a JS stack (, Node, React) are both fine—as long as deployment is straightforward on a standard cloud VM or Docker container. The model must run on-prem or in our private cloud; no third-party APIs that send images off-site. Acceptance criteria: 1. System recognises registered employees with 98 %+ accuracy under normal office lighting. 2. Dashboard updates within two seconds after a scan. 3. Reports match the raw log data exactly; spot checks will be performed. 4. Webhook fires a P...
...server simply has to enforce signature checking before rollout. • fail2ban on the host should block any source IP after three bad login or certificate failures (SSH, Mosquitto, and Mender’s API). • Everything lives on the same VPS yet stays logically isolated—Docker or systemd-managed services are fine as long as configuration remains readable and easy to back up. • Firewall rules (UFW or iptables) expose only the essentials: 8883 for MQTT, 443 for Mender/HTTPS, and 22 for SSH. • I want clean deployment scripts or a single so I can rebuild the environment in minutes. Acceptance checks 1. A shell script or compose stack that fully provisions Mosquitto and Mender on a clean Ubuntu image. 2. Successful TLS publish/subscribe test using pr...
...seconds to appear whenever I open a conversation. The storage backend is an S3-compatible MinIO bucket running on the same server, and up until recently everything loaded instantly. I personally suspect something inside Chatwoot is stalling the download stream, but MinIO, Nginx, Docker networking or even the underlying VPS could still be part of the story—I need a clear, data-backed answer. The slowdown happens all day long, so it isn’t a peak-traffic issue. You will have SSH access to the machine (Ubuntu, Docker deployment) plus the Chatwoot and MinIO containers. I’d like you to: • Trace the request path end-to-end, review logs and configs for Chatwoot, MinIO, Nginx and the host OS. • Pinpoint what changed between the previously fast behavi...
SCOPE AND ARCHITECTURE ADHERENCE The published technical requirements and stack (Python, PostgreSQL as source of truth, Redis for locking, Binance integration, Docker deployment) are the priority baseline for this project. If you propose architectural changes (e.g., different database, alternative execution model, third-party services, or different infrastructure), you must provide clear technical justification explaining: • Why the change improves robustness or reliability • How it preserves deterministic state and idempotency • What trade-offs are introduced • Why it is superior to the baseline stack "Unjustified stack substitutions or generic alternatives will not be considered" OPTION A – Hybrid (Binance + 3Commas) Senior Python Enginee...
...(Dockerized) • Docker Compose with MariaDB/PostgreSQL + Redis • SSL via Let's Encrypt, file versioning, sharing links • Sync client tested on my MacBook • API access enabled for future AI integration 4. DOCKER INFRASTRUCTURE • Docker Engine + Compose + Portainer • Clean project structure, isolated networks per service • Watchtower, health checks, log rotation • Well-commented Compose files, extensible for AI containers 5. NETWORKING & VPN • Tailscale mesh networking • WireGuard VPN (Dockerized) • Connect to my cloud server • Firewall hardening (Docker-aware) • Wake-on-LAN if supported 6. 5 DOMAINS • Dockerized reverse proxy (Nginx Proxy Manager/Traefik/Caddy) • Auto SSL, al...
OVERALL ARCHITECTURE You will create 4 main workflows in n8n: Lead Capture Workflow Lead Assignment Workflow Provider Response Workflow (Accept/Reject with Countdown) Admin Monitoring Workflow You can deploy n8n on: VPS (DigitalOcean / AWS / Hostinger) Docker n8n Cloud WORKFLOW 1: Lead Capture (User Submits Form) Trigger Webhook Node (POST) Input (from Android App) { "location": "Downtown", "service": "Plumbing", "name": "John Doe", "phone": "1234567890" } Nodes Structure Webhook (POST /new-lead) Set Node → format lead data Database Node (MySQL/Postgres/Firebase) Insert lead Status = "NEW" Execute Workflow Node → Trigger "Lead Assignment Workflow&qu...
...environments, REST APIs, External DBs (Supabase/Firebase/etc.) Frontend: React (Admin UI) Nice to Have Proven Wix Experience: Building Wix CLI projects. Using Wix SDK and Platform APIs (Stores, eCommerce, OAuth). Implementing Wix Service Plugins and SPIs. Proven Marketplace Apps Development Experience: E.g. Salesforce / Monday / Shopify / Webflow / Wix / AWS / Snowflake DevOps: Familiarity with Docker, CI/CD pipelines (GitHub Actions), and cloud hosting platforms (AWS, Vercel, Heroku, or similar). Reliability: Experience with logging, monitoring, and error tracking tools....
A Generative AI Expert designs, develops, and deploys AI systems that can generate content such as text, images, code, audio, and video using advanced models like LLMs (Large Language Models) and diffusion models. They work with technologies such as OpenAI APIs, Google AI, Microsoft ...Optimize AI performance, latency, and cost Ensure AI ethics, bias mitigation, and data privacy compliance Integrate AI with web/mobile applications via APIs Required Skills Technical Skills Python (must) Machine Learning & Deep Learning NLP (Natural Language Processing) Transformers & LLM architecture Prompt Engineering LangChain / LlamaIndex Vector Databases (Pinecone, FAISS) API Integration Docker & Cloud Deployment Tools & Platforms OpenAI API Hugging Face TensorFlow / PyTorch A...
I need an end-to-end AI agent that automatically scouts freelancing websites, general job boards, and specialised training platforms for roles or courses that involve artificial-intelligence work. The a...an alternative if it achieves the same user experience. Acceptance criteria 1. Agent successfully scrapes at least three live sources from each category—freelance, job board, and training. 2. Classification accuracy ≥ 90 % on a small validation set I will supply. 3. New items appear in the in-app feed within 15 minutes of being published online. 4. Deployment docs and a one-click setup (Docker-Compose or similar) are provided. Please outline your proposed tech stack, any off-the-shelf APIs you expect to integrate, and the milestones you’d set to reach full ...
Installation of OnlyOffice Docs Enterprise with Docker with these requirements and delivery of a Docker compose file (with additional files if was needed): - Run on Ubuntu server 24. - Working behind Apache reverse proxy. Apache is already installed and the reverse proxy port is configured from ISPConfig panel and Cloudflare redirection proxy. If does not work or do you need something different, please let me know and you must change the configuration from ISPConfig panel. - Working SSL/Let's Encrypt certificate of the used access domain using HTTPS. ISPConfig manages web hosting and SSL but you can do it directly from terminal. - An installation and configuration documentation must be delivered also. - Working with these additional features: Integration with Nextcloud. ...
I need a complete platform that can tell—quickly and with a high degree of accuracy—whether an email a...SMTP handshakes (for example Python with dnspython and smtplib, or a Node.js equivalent) will go to the top of the pile. I expect: – A web interface where I can paste or upload a list and watch the progress in real time. – A clean JSON API that mirrors the same functionality for future integrations. – Clear documentation and a quick start guide so my team can deploy it on our own server (Docker is preferred). – Source code in a private repo plus a short hand-off call or video walkthrough. Accuracy, speed, and graceful error handling are non-negotiable; if the platform can’t reach a mail server or times out, it should return &ldq...
...that powers it (Ubuntu 24.04 with HestiaCP panel running on port 8083 of main domain). Subdomain has ssl via Let's encrypt. All I need is a clean, production-ready installation of the latest stable release, configured so it loads flawlessly from the subdomain (HTTPS, reverse proxy, environment variables, database, etc.). I have a VPS hosted by Hostinger. You are free to use the official Docker set-up or a manual Node.js build—whichever you feel is most reliable—but please secure it properly, connect it to a Postgres database (which has to be setup as well), and leave me with concise notes so I can maintain or upgrade it later. Acceptance will be straightforward: once I can visit the subdomain, create a user account, and schedule a test meeting without errors i...
...18+ with • RESTful API design • JWT authentication & authorization • MySQL with Sequelize ORM • Redis for caching • BullMQ for job queues Media Processing: • Python 3.9+ for video processing • FFmpeg (transcoding, thumbnail generation) • HLS packaging • CDN integration (Cloudflare/AWS CloudFront) • Video storage (AWS S3 or Wasabi) Cloud & DevOps: • Google Cloud Platform OR AWS • Docker & Docker Compose • CI/CD (GitHub Actions) • Server management (Ubuntu/Linux) • Database backups & migrations Integrations: • Payment: Razorpay (primary), Stripe (international) • Email: SendGrid or AWS SES • SMS: Twilio • Push notifications: Firebase Cloud Messaging • CDN: ...
...and API Development Node.js, Java, Python, Go, C#, or .NET Core Flask, FastAPI, or Django REST APIs, GraphQL, or gRPC Microservices architecture Machine Learning and AI TensorFlow, PyTorch, Scikit-Learn, or similar frameworks Experience working with LLMs and modern AI frameworks Prompt engineering, RAG, or vector databases is a plus Cloud and DevOps AWS, Azure, or Google Cloud Platform Docker and Kubernetes CI/CD pipelines and deployment practices Data and Systems SQL or NoSQL databases (PostgreSQL, MySQL, MongoDB, Redis) Data processing and scalable system design experience Security and Best Practices OAuth, JWT, RBAC authentication systems Secure API development and production standards Optional (Nice to Have) Blockchain or emerging technology experience Ex...
I need a clean, self-contained FastAPI microservice that accepts an uploaded JPEG or PNG, automatically traces the outer contour of the visible ...Fully-commented Python code built on FastAPI, uvicorn-ready • or listing every dependency • A sample request/response JSON and the generated SVG file • One annotated screenshot that shows your script outlining a real image and the offset path it produced • Concise README covering setup, environment variables and a quick-start curl example Containerisation (Docker) is welcome but optional; if you include it, keep the image lean. Please name any third-party model weights or licences you plan to use up front so I can clear them internally. Looking forward to seeing your approach and the example result.
...(daily/weekly/monthly). Integrations: OpenRouter + optional Syntx for cost-efficient content generation. Powerful models with minimal false refusals for legitimate business tasks. Security Infra/accounts/keys owned by me. Temporary developer access only; full revocation after handover. SSH keys only, baseline hardening (firewall/fail2ban), secure secret handling. Full delivery package: codebase, docker-compose, runbook, backup/restore, access map. Deliverables Working MVP + demo. Repo + deployment/update instructions. Security/operations documentation. 30/60/90-day improvement roadmap. Proposal Requirements Please send a non-template proposal with: your architecture (specifically for OpenClaw/Moltbot), improvements beyond base scope, why your approach is better, ...
...sense to keep latency low • Store transient chat history in a lightweight database or in-memory store for quick retrieval • Offer simple control over system, user, and assistant prompt templates so I can adjust tone or domain-specific guidance without redeploying code Deliverables 1. Source code for both frontend and backend, clearly organised and documented 2. Deployment instructions (Docker or similar) so I can launch on a standard cloud host 3. A short README explaining how to obtain and add my own OpenAI API key, plus configuration for file-size limits and session time-outs 4. Demo URL or video walkthrough showing the chat, authentication flow, and a file upload in action Acceptance criteria: the chat must authenticate a user, let that user drop in a f...
...models, Monte Carlo or agent-based simulation methods (whichever you recommend for accuracy and speed), and a clean API that the front end can query for fresh results. • Interactive UI – a modern single-page app with drag-and-drop widgets, charting/heat-map components, and export options so users can craft their own dashboards and download reports. Security, unit tests, and deployment scripts (Docker or similar) should accompany the code, and clear developer documentation is part of the final hand-off. If you have previous work blending data engineering, machine learning, and rich visualisation, that will help me understand how quickly we can reach production....
...OAuth / token-based authentication handling Secure error handling and structured logging AI / LLM OpenAI / Azure OpenAI APIs Function calling / tool calling agents Prompt engineering for structured outputs Retrieval-augmented workflows (optional but preferred) Cloud & Infrastructure Azure (preferred) or AWS/GCP deployment Static outbound IP / networking configuration Containerization (Docker) Environment configuration management Architecture Knowledge Designing middleware integration layers Converting complex APIs into business semantic APIs Handling long-running workflows Designing safe update operations (write vs read actions) Nice to Have Experience in enterprise systems integration Experience with agent frameworks (LangChain, LangGraph, Semantic Kernel,...
...Strong hands-on experience with and Laravel * Proven experience building and consuming REST APIs * Strong SQL/database skills (MySQL or PostgreSQL) * Comfortable with Git-based workflows and high-quality PR reviews * Clear communication and ability to work independently Nice to Have * Experience with auth flows (Laravel Sanctum, NextAuth, etc.) * CI/CD and deployment experience (VPS, Docker, containerized infra) * Performance and security hardening experience * Experience integrating LLM tools and AI-assisted development workflows Hiring Process Stage 1: Written answers to screening questions Stage 2: 15-minute intro call Stage 3: Technical problem-solving interview + system design interview Final Stage: Cultural fit interview If you’re a high-ownership builder who care...
...working API must return real-time predictions within agreed latency limits, integrate seamlessly with the current SMTP/ESP workflow, and include logging for compliance review. Final delivery is considered complete when the system runs in production and all documentation passes peer review. Tools & stack Python, scikit-learn or TensorFlow, SQL/NoSQL for data storage, and standard MLOps utilities (Docker, CI/CD) are anticipated, yet alternative libraries are welcome if they meet the same reliability and security standards. Timeline and milestones will be outlined together at project start, with code reviews scheduled at each major checkpoint....
...deployment — I want to fully understand the technical process behind it, including: How to properly structure the project for production. How to connect the trained model to the dashboard. The best architecture choice in GCP for this use case (Cloud Run, App Engine, Vertex AI Endpoint, etc.). How to automate the workflow using GitHub. How to properly configure the environment (requirements, Docker if needed, environment variables). How to manage credentials and permissions securely. How to monitor the application once it is deployed. Additionally, I want to understand how to optimize performance and reduce latency when users interact with the dashboard. Specifically, I am interested in: Reducing inference time. Avoiding reloading the model on every request. Evalu...
...• 3D Image Generator: Generation of glTF/OBJ assets ready for WebGL display, including basic texture baking. • AI-Assisted Video Editor: Browser-based timeline that auto-detects scenes, removes silence, adds captions, and outputs H.264/HEVC. Shared requirements – One codebase that cleanly targets web and mobile (React + React Native, Flutter, or a similar framework). – GPU-ready backend (Docker/Kubernetes on AWS, GCP, or Azure) that can scale each model independently. – Secure user accounts, single sign-on, Stripe metered billing, and a token/credit system common to every tool. – Clean componentized UI/UX; Figma mock-ups are available on request. – Source code in a private Git repo with weekly check-ins. Acceptance criteria ...
...(Vue) with SSR for SEO Backend Laravel API (PHP) Database PostgreSQL or MySQL Search Engine Elasticsearch or OpenSearch for filtering and search Caching / Sessions Redis Background Processing Queue system for imports, image processing, and notifications Storage S3-compatible object storage for images Infrastructure CDN integration (Cloudflare or similar) Docker-based deployment preferred Admin / CMS Custom admin dashboard for marketplace management Optional headless CMS (Statamic, Strapi, or Directus) for content pages TECHNICAL REQUIREMENTS Mobile-first responsive design Fast loading pages Clean UI/UX Secure authentication Image optimization Email notification system SEO-ready architecture Scalable ...
...site runs on React, so the front-end widget should drop in with minimal rewiring and respect our existing SSO token to identify the parent account. Deliverables • Conversational AI model pipeline with prompt-engineering layer tuned for K-12 homework support • React embeddable chat widget styled to our design system • Backend endpoints for authentication hand-off, moderation, and logging (Docker-ised) • Setup scripts and documentation so our team can retrain or switch models later • Short demo video and test cases showing the bot guiding a student through a sample math and language-arts problem Acceptance criteria – Answers are age-appropriate, step-by-step, and never reveal full solutions on first request – Profanity, personal ...
...addresses for users (HD Wallets). Detects incoming USDC transactions (Chain Indexing). Sweeps funds to a central treasury using EIP-3009 (Gasless Permits) to minimize ETH usage. Provides a secure Admin Dashboard for monitoring and reconciliation. Scope of Work (End-to-End) 1. Architecture & Infrastructure (DevOps) Cloud Setup: Set up the production environment (AWS/GCP/DigitalOcean) using Docker/Kubernetes or robust container orchestration. Security: Configure AWS KMS / HashiCorp Vault for secure key signing (no private keys in DB). Configure firewalls and rate limiting. CI/CD: Setup automated testing and deployment pipelines (GitHub Actions). 2. Backend Development (Node.js/TypeScript) API: Build the REST API (NestJS/Fastify) for merchant payment intents and webhoo...
...(continuous stream, varies by customer). Hourly rate for anything beyond these two fixed scopes. Tech stack: TypeScript, (API/backend), React 18 + Vite (frontend), PostgreSQL + Prisma, Docker Compose, Nginx, MinIO (S3), GitLab CI/CD, hosted on Hetzner (EU/Germany). Key responsibilities: backend auth/authorization patterns (RBAC/ABAC), tenant isolation in DB queries/services, schema + API extensions, frontend entitlement enforcement, HeyGen workflow integration, deployment/CI improvements. Ideal freelancer: proven multi-tenant SaaS experience, strong TS full-stack, Prisma/Postgres, Docker/CI/CD; HeyGen/video pipeline experience is a plus. Collaboration: long-term; deliverables split into milestone package + recurring use-case deliveries + ad-hoc hourly support....
...login, password reset, profile update and session management return the exact request/response shapes supplied. 2. Onboarding flow persists all user milestones and is replayable for audit. 3. SQL scripts run cleanly on both MySQL 8 and PostgreSQL 15. 4. Postman or similar collection demonstrates every endpoint, including negative cases. 5. Code passes all tests via Maven and spins up with Docker-Compose in one command. If you’re experienced with Spring Security, JPA/Hibernate and containerised deployment, this should feel straightforward. Let’s discuss any questions you have around edge-cases or timelines so we can get started right away....
Employment Type & Work Location: - Full-time position - Onsite work required - Candidates must be willing to work onsite in Thailand and/o...willing to work onsite in Thailand and/or Indonesia (depending on project assignment) Required Skills: - Strong proficiency in Python - Solid knowledge of SQL - Experience with Git version control system - Good English reading and writing skills Preferred Skills: - Experience with ERP systems and/or eCommerce platforms - Business knowledge such as Accounting or Supply Chain - Experience with Docker Additional Advantages: - Hands-on experience with ERP systems (development and/or functional usage) - Knowledge of JavaScript, HTML, CSS - Demonstrable work on GitHub repositories - Public GitHub repository with proven experience will be a st...
Job Description: QA Engineer – Cybersecurity Product (Reverse Pro...ranking. Cloud & Security Awareness • Testing in cloud platforms (AWS, Azure, GCP) including virtualized environments. • Understanding of encryption, tunneling protocols, and digital certificates. • Exposure to DevSecOps pipelines and secure deployment practices. • Knowledge of OWASP Top 10 and vulnerability testing tools (e.g., Burp Suite, Nessus). Tools & Platforms • Jira, TestRail, Git, Jenkins, Docker • Monitoring tools (e.g., Wireshark, CloudWatch) • CI/CD integration for automated testing Soft Skills • High attention to detail and analytical thinking • Strong documentation and communication skills • Ability to work independently and collaborativ...
... documentation for setup and usage Required Skills: experience in Playwright with Java understanding of Selenium/automation concepts with TestNG/JUnit in CI/CD integration (Jenkins/GitHub Actions, etc.) of Git version control in framework design and best practices Nice to Have: automation experience 2.Docker knowledge testing exposure Duration: Short-term (with possible extension) Share your previous Playwright (Java) project experience, GitHub profile (if available)...
I’m building a ...providers on or off. • Return typed JSON responses that map neatly to our internal models, with room for future additions like payment gateways, CRMs or an email-marketing platform. • Provide clear OpenAPI/Swagger documentation and a short Postman collection so my testers can hit the endpoints immediately. • Add automated tests (unit + basic integration) and a quick deployment guide; we ship on Docker/Kubernetes, so knowing that ecosystem helps. Acceptance is straightforward: endpoints respond as documented, integrations fire end-to-end in our staging environment, and the doc set is complete enough for another dev to consume without questions. If you already have experience stitching together multiple vendors into one REST layer, we should...
...need a rock-solid, production-ready version. Here’s what I’m after: the existing front-end and logic need to be refactored or rebuilt so the platform can handle real traffic, persistent data, and a CI/CD pipeline. I’m open to the tech stack you propose as long as it keeps the recommendation engine fast and explainable. You’ll optimise queries, set up a proper database, containerise the app (Docker or similar), and deploy it to a cloud provider with monitoring and automatic scaling. Testing (unit + integration) should cover the recommendation flow from metadata ingestion to result ranking. Deliverables • Clean, documented source code (Git) • Deployed production instance at with SSL • Automated test suite covering the recomm...
...The end result should be production-ready, well-documented code that any internal team member can pick up and extend. Deliverables: 1. Initial technical blueprint (module structure, libraries, and dependency diagram). 2. A working MVP featuring authentication and at least one live external integration. 3. Full source code with tests, README, and API documentation. 4. Deployment scripts or Docker setup for staging and production environments. If you have a track record of rolling out enterprise-grade Angular solutions and can walk me through past projects that involved both authentication and complex integrations, I’d love to see your approach and proposed timeline....
...to a single messaging channel—WhatsApp—using the relevant Business API or an equivalent gateway. i need it to work in hebrew im from israel. Once the bot is up, set up these core abilities that I will demonstrate during hand-over: • automatic replies to incoming messages • keyword-driven conversations • hooks for one external REST-style API (so I can expand workflows) If a lightweight Docker approach makes upkeep easier, feel free to use it; otherwise a direct Node.js/Python install is fine. After deployment I want a short screen-share or written guide that shows me how to restart, update and extend the bot, plus two or three quick post-delivery questions answered within the first week. Timeline: ASAP—ideally the same week we start. ...
...and Bittensor online, running on rented H100 GPU servers. I already have the hardware allocated and wallets ready; what I need is an engineer who can take the nodes from zero to profitable operation and then keep them humming. Key tasks • Provision and secure each H100 instance, configure networking, firewalls, SSH keys and wallets • Containerise the stacks with Docker (Kubernetes or Podman are possible later, but Docker is fine for the first iteration) • Tune CUDA-level settings so every GPU cycle counts and rewards are maximised • Build simple Bash or Python scripts that monitor logs, restart on failure and push basic alerts • Produce step-by-step documentation so the setup can be replicated or audited at any time Acceptance criteria ...
...write seeders to keep test data in sync. Deliverables – Updated Blade templates, SCSS/JS assets, and component files – Revised PHP controllers, models, services, and feature tests – Version-controlled migrations and seeders – Clear commit messages and a short change-log so I can follow what changed at a glance Everything is versioned in Git; you’ll get access to a staging branch and a Docker setup for local runs. Once the tasks above are complete and unit tests pass, we’ll merge to production together. If you have tackled full-stack Laravel upgrades before—especially projects requiring UI tweaks, business-logic extensions, and schema changes all at once—I’ll gladly prioritise you. Feel free to point me to live examp...
...concerns, meaningful commit history, and no hard-coded secrets. Specific deliverables • Full-stack application with basic credential login • Validated input form, high-precision calculation engine, and instant PDF / XLSX export • Activity-logging layer capturing user, timestamp, and input set for each run • Admin endpoint or simple UI to pull logs for audit purposes • Deployment guide (Docker, Heroku, or similar) plus thoroughly commented source in Git Acceptance criteria Results must replicate my reference outputs within ±0.1 %, exports must follow the layout I provide, and the audit log must prove every calculation can be traced back to a unique user action. If you’re comfortable translating engineering formulas into clean, tes...
This is a comprehensive list of hot programming trends, and those that are declining in their popularity.
Building a web application is easy - building one that meets all security requirements is hard. This article covers the 5 popular security practices.