Database programmingроботи

Я шукаю розробника з досвідом роботи з AirTable для налаштування та автоматизації ключових бізнес-процесів моєї компанії. Наш ідеальний кандидат - добре розуміє функції AirTable і вміє працювати з базами данних. А також готовий створювати індивідуальні рішення для потреб компанії. Задачі та виклики: - Аудит та аналіз продуктивності налаштованої Airtable бази з метою виявлення можливих поліпшень та оптимізацій. - Побудова та реалізація нового воркфлоу для існуючої бази в AirTable. - Автоматизація повторюваних завдань і робочих процесів. - Інтеграція AirTable з іншими інструментами та платформами, яку ми підберемо разом вже під наші потреби. - Надання підтримки користувачам та вирішення проблем. - Розробка та підтримка документації щодо роботи з базою включаючи інструкції для користувачі...

Доброго ранку, Володимире. Мені потрібна допомога з виконанням лабораторної роботи за темою "Наслідування". Завдання прикріплюю в документі. Термін виконання до 15:30 сьогодні. Підкажіть, будь ласка, чи ви вільні.

Доброго ранку, Олено. Мені потрібна допомога з виконанням лабораторної роботи за темою "Наслідування". Завдання прикріплюю в документі. Термін виконання до 15:30 сьогодні. Підкажіть, будь ласка, чи ви вільні.

Доброї ночі, Віталію. Мені потрібна допомога з виконанням лабораторної роботи за темою "Наслідування". Завдання прикріплюю в документі. Термін виконання до 15:30 сьогодні. Підкажіть, будь ласка, чи ви вільні.

Доброї ночі, Іване. Мені потрібна допомога з виконанням лабораторної роботи за темою "Наслідування". Завдання прикріплюю в документі. Термін виконання до 15:30 сьогодні. Підкажіть, будь ласка, чи ви вільні.

I need to create a database of Ukrainian: - real estate agencies offering foreign property, - investment / financial firms offering foreign investment property. Database must be devided in two parts: 1. Company from Kyjev 2. Company form other parts of Ukaraine. Database scope: Name of company, Town, Email address, Web site ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ Мені потрібно створити базу даних української мови: - агентства нерухомості, що пропонують іноземну власність, - інвестиційні / фінансові фірми, що пропонують іноземну інвестиційну нерухомість. База даних повинна бути розділена на дві частини: 1. Компанія з Києва 2. Фірма утворює інші частини Укарайна. Обсяг бази даних: Назва компанії, місто, адреса електронної...

...Menu Stucture: English / Azerbaijan / Russian 1. Home 2. Services -Web Design -Web Site Create -Hosting -HDD Hosting -SSD Hosting -Server -HDD Server -SSD Server -Domain -SSL Certificate -Antivirus -CMS License -Programming -SEO -SMM -Reklam (Ads) -Payment Gateway -Tools -PR Checker -ТИЦ Checker -SEO Checker -SMM Checker -Site cost 3. Portfolio 4. Partners -Our Partners -Affiliate program 5. Top Site -N...

...must be installed, configured, and connected to its database engine (SQL Server Express is fine for now unless you advise otherwise). After installation, I want to walk through the application together, troubleshoot any performance or permission issues, and confirm that remote users can reach the live environment securely over HTTPS. If everything works well, I’m likely to need ad-hoc help down the road—patching the OS, scaling resources, or just general AWS advice—so clarity and good documentation during the initial build are important to me. Key deliverables: • Provision and secure an AWS Windows VM with administrator credentials delivered to me • Successful installation and basic configuration of the EHR software, including database and H...

I need a fresh,leads of those firms, the key people who influence or run the accounting function. The contacts I care about are President or CEO, CFO, Controller, Senior Accountant, plus Accounts Receivable and Accounts Payable managers. Please build or source the data rather than recycling an old or widely circulated file. Accuracy is critical: I will s...first name, last name, title, company, state, and a direct email address; a phone number is a strong bonus if you can provide it. When you bid, let me know: • The total number of unique records you can supply that meet the criteria • Your collection/verification method • Your estimated turnaround time I am happy to review a small sample before awarding the project. A clean, up-to-date database will s...

...stability in mind during layout. - Avoid blocking the ESP32-S3 antenna area and follow antenna keepout guidance. Form Factor and Assembly - Design for a minimal calculator-back-shell-friendly footprint. - Use hand-assembly-tolerant components where practical. - Provide clear silkscreen labels for power, programming, test points, TIP, RING, GND, and key GPIOs. - Include mounting or alignment features if useful for fitting inside/onto the TI-84 shell. Firmware and Debug Hooks - Expose UART programming/debug pins. - Add useful test pads for 3.3 V, GND, TIP, RING, battery/input voltage, regulator output, and selected spare GPIO. - Reserve any pins needed for TI Link communication, camera operation, Wi-Fi/BLE, AI chat commands, OCR/image capture, and a small local web dashboa...

I need an experienced PLC programmer to troubleshoot an existing Omron CP1E PLC program. The system exhibits unexpected behavior during startup and fails to progress beyond step 5. Key Requirements: - Diagnose and fix unexpected startup issues - Familiarity with Omron CP1E and its programming - Experience in resolving logic and communication errors Ideal Skills: - Proficient in PLC programming and troubleshooting - Strong understanding of Omron PLC systems - Problem-solving skills for industrial automation Please provide relevant experience in your bids.

...the main URL. Target phrases you will be helping me rank for include: • “LeetCode Company Tags Free” • “LeetCode Premium Alternative” • “18 DSA Patterns Cheat Sheet” • “Free DSA Prep Tool India” • “LeetCode Pattern Detection Extension” • “DS Algorithm Pattern Recognition” • “LeetCode premium alternative” • “LeetCode patterns” Because the site serves a global developer audience, links from programming blogs, tech news outlets, university CS departments, coding-boot-camp resources, GitHub-focused publications, and similar domains are ideal. I’m open to guest posts, resource-page placements, expert round-ups, and other ethical strategies, pr...

I need a CNC program for a lathe machine. The material is steel, and the operation will be turning. Ideal Skills and Experience: - Proficiency in CNC programming, especially for lathes - Experience working with steel - Knowledge of turning operations and G-code Please provide your portfolio and relevant experience.

I have a customer database that needs a careful round of data cleaning and validation. The main pain-point is duplicate entries—I want every record to be unique so downstream reports stay reliable. Along the way, you are welcome to flag any other inconsistencies you spot, but de-duplication is the priority. You will receive the raw spreadsheet and a short set of matching rules I currently follow. After you run your process, I’ll need the cleaned file back plus a brief log of what was removed, merged, or amended so I can audit the changes quickly. Deliverables • Cleaned customer data file with duplicates resolved • Change log (CSV or XLSX) listing original row IDs and the action taken Accuracy is more important than speed, so automated scripts, Excel fu...

...be flexible so additional report types can be slotted in. Because some parents still pay in cash, staff need an interface to post manual payments that automatically update student balances and trigger receipt emails. All transactions—online or manual—must generate sequential invoices and PDF receipts, archived in the database and downloadable by both staff and students. Core expectations • Clean, responsive UI that performs quickly on mobile and desktop • Proper database schema design, migrations, and indexing for scalability • Secure authentication, role-based authorization, and protection against common web attacks • Email notifications for successful payments, overdue reminders, and manual entry confirmations • One-click ex...

I'm developing an industrial control system using microcontrollers. The system will incorporate relays, actuators, sensors, and a laser sensor. Key requirements: - Microcontroller programming expertise - Experience with relays, actuators, and various sensors - Ability to integrate a laser sensor into the control system - Knowledge of industrial control systems and automation Ideal Skills and Experience: - Strong background in electronics and microcontroller applications - Proficient in programming languages relevant to microcontroller development - Prior experience in similar industrial automation projects

I am looking for a freelancer to help integrate LED lights into both the fretboard and body of a guitar. The LED system should be programmable via software, specifically for the Windows platform. Ideal candidates should have experience with electronics, LED programming, and creating software-compatible systems. The guitar also has other electrical devices in it as well. the system uses addressable RGB LEDs including flexible PCB LEDs, COB LEDs. the project will require CNC machine work for body of guitar including molded diffusion channels. It has internal controller board like raspberry pi. It will require diffusion layer/translucent top layer. Designs available for viewing. Let’s bring this musical project to life!

...board should also include a servo output for parachute deployment, a loud buzzer, a main power switch, battery input, onboard single-cell Li-ion/LiPo charging and protection, USB Type-C programming/debugging, and required LEDs. Maximum board size: 80 mm × 80 mm. The board should be kept as compact as realistically possible while preserving reliable routing, power stability, ESP32 antenna clearance, and separation between noisy servo/power sections and the IMU. Required functional blocks: 1. ESP32-WROOM module with required boot/reset/programming circuitry 2. MPU6050 IMU connected over I2C 3. USB Type-C programming/debug interface 4. USB-UART bridge for ESP32 flashing 5. Single-cell Li-ion/LiPo battery input 6. Onboard battery charging and protection circuit...

...Technical Requirements Backend Development • RESTful API endpoints (Create, Redeem, Update, Get, Track) • Database schema for vouchers, items, and redemption history • WhatsApp Business API integration • Real-time Apple Wallet pass updates (push notifications) • Input validation and error handling • Authentication & authorization • Webhook handling for incoming WhatsApp messages (optional) Frontend Development • Dashboard UI for business owners to create and manage gift vouchers • Redemption Interface for cashiers to redeem vouchers • Web Page for voucher presentation () • Analytics Dashboard showing redemption rates and metrics • Responsive design (mobile-first) Database Design • Vouchers ta...

...Guidance and support during the technical assessment - Help with architecture, clean code, and best practices - Strong debugging and problem-solving skills - Experience building scalable full stack applications - Ability to explain solutions clearly Preferred Qualifications - Senior-level experience in full stack development - Strong knowledge of React + TypeScript - Backend expertise with Node.js - Database design and PostgreSQL experience - Experience with coding tests or technical interviews Additional Notes - Good communication is important - Fast response and reliability are highly preferred - Experience mentoring or assisting developers is a plus Please include: - Your experience with the listed technologies - Previous similar work or GitHub portfolio - Availability and ...

My current PHP site keeps everything in one large MySQL database. I now want to break that up so that all profile-related data lives in its own database while the rest of the application stays untouched. Concretely, I need: • A migration script that copies existing profile content into the new database and updates references inside the codebase. The split must keep User information separate from User posts exactly as outlined. • Support for every kind of post we allow—Text, Image and Video—so the script has to build the right tables, constraints and indexes for those. • An update to the admin dashboard that lets me bulk-add content to each newly created section; it should feel native to the current UI. • An AI-powered auto-taggin...

I have a steady flow of records that need to be copied from several online databases and placed into a structured spreadsheet. The information is a mix of text fields (names, addresses, notes) and numerical figures (prices, quantities, IDs). Accuracy is critical because these files feed directly into my accounting system later on. You’ll log in to the web portals I provide, locate the required entries, and transfer them into Google Sheets or Excel—whichever you’re most comfortable with—as long as the final file is clean, well-formatted, and ready for immediate upload to my own software. I’ll give you a small test batch first; once that’s approved, the full dataset will follow. Deliverables • Completed spreadsheet containing every assigned record, ...

...handling a steady flow of emails each day, sorting them by project / client so I can spot what matters at a glance. When a quick reply is all that’s required, draft it for me; when something needs deeper attention, flag it and file the thread in the right folder. At the same time, I’ll rely on you to take product-detail updates from shared forms or spreadsheets and enter them into our existing database with total accuracy. Consistency matters—names, SKUs, and specs must match across every system we use. I appreciate proactive communication: a short daily recap of what’s been processed, any questions, and any small workflow tweaks you think would speed us up or reduce errors. Deliverables • Inbox in Gmail organised by project / client with priorit...

Please be informed that we will take about a week to verify every single piece of data you share in your Excel file before we release your contest prize, in case you are the selected winner. _________________________________________ We are building a verified employer database for a growing recruitment platform in Ghana and are looking for freelancers to help compile accurate company and HR contact information. Participants are required to research and submit verified company data in the attached Excel template. Each submission should include: 1. Company Name 2. Industry 3. Location 4. HR Email Address (preferred) 5. General Company Email 6. Phone Number 7. Website URL We are interested in data from: Companies & Enterprises NGOs & Non-Profits Manufacturing Companies Finan...

Location: USA, South Korea Industries: FMCG importers and distributors, retail chains and the HoReCa sector Data scope: Company name 100% Country 100% Address 70% or more Email 100% Telephone 60% or more Industry: 100% WWW: 50% or more Number of companies: USA: 5 500 valid contacts South Korea: 3 800 valid contacts

ERP System Development – Finance & Operations We are looking for an experienced freelancer developer or IT development company to develop an ERP system for our finance and operations management. Project Requirements The ERP system should include: Finance and accounting management Operational workflow management User and role management Reporting and dashboard features Secure database and system architecture Capability to integrate with the eMoney Wallet core system Required Experience Strong experience in finance and ERP system development Proven experience with financial modules, accounting workflows, and transaction management Experience with API and third-party system integrations Knowledge of security and compliance standards for financial systems is preferred Who ...

API programming for a custom logic working with PLC used for building managment

I'm in need of an experienced computer programmer to help me develop a web application from scratch. Ideal Skills and Experience: - Proficient in web development languages (HTML, CSS, JavaScript, etc.) - Experience with back-end programming (Node.js, Python, Ruby, etc.) - Familiarity with database management (SQL, MongoDB, etc.) - Prior experience in developing and launching a web application - Good understanding of UX/UI principles - Ability to work collaboratively and communicate effectively

I need help setting up an almost pure-vanilla survival Minecraft server, with the exception of two lightweight, well-documented plugins built from scratch. 1. A clan plugin that lets players create and manage clans, level them up through shared playtime or completed goals, unlock higher clan ranks, and deposit items into a shared, protected storage. A simple in-game command set and minimal database footprint are important—everything should feel native to vanilla rather than a modded overhaul. While I am open to later additions such as clan chat or wars, the levelling/ranking and storage systems are the must-haves for this first release. Player Level Up System: - Burn specific items for experience points. Command /lup or /level will open a GUI menu where you will be able to ...

... designer visits) • Prepare instant quotations and full BOQ, complete with budget breakdowns This effectively turns the agent into a virtual interior designer and sales consultant. Scope of work – Architect the conversational flow, intent detection, and slot-filling so the agent can juggle recommendations, upsells, and support questions without losing context. – Connect to our product database, pricing engine, cart API, and service-booking calendar. – Generate dynamic quotations/BOQs in PDF or email from live data. – Implement a feedback loop so the agent learns from conversions and abandoned carts. – Deliver a front-end widget (React preferred) plus well-documented backend code that I can deploy on AWS. Acceptance criteria 1. A s...

Milestone 1 Deliverables: • Project Architecture Planning • UI/UX Design • Backend Infrastructure Setup • Authentication System • Database Structure • GPS Device Integration Setup • Initial API Development

I have a Microsoft SQL Server database that mainly stores numeric information, but it is currently riddled with two kinds of problems: • Syntax errors that surface when views, stored procedures or ad-hoc queries run • Data-consistency issues such as duplicate or conflicting numeric records I need an experienced SQL specialist who can dive in immediately, isolate the root causes, correct the T-SQL code and repair the underlying data so the database is production-ready within a single working day. the db contain 5 table only

...developer to debug and fix a discovery feed issue in our dating/live streaming app, Meet9ja. Tech Stack: - Flutter - Firebase Auth - Cloud Firestore Main Issue: The discovery circle/feed does not show profiles and sometimes it just shows 3 profiles then shows no profile available even though we have thousands of users. Problems include: - Some users do not appear even though they exist in the database - Feed sometimes shows only a few profiles - Same profiles may repeat continuously - Old accounts sometimes behave differently from new accounts What Has Already Been Tried: - Removed location restrictions - Removed compatibility restrictions - Expanded gender matching logic - Increased fetch depth - we fixed repeating profiles What We Need: - Full debugging and root-cause ana...

I have magento 2 website and I am unable to add my products on cart. looks like checkout is broken and the reason is corruption of some tables. I am looking for someone to fix as soon as possible via anydesk. please dont apply if you are not able to fix asap.

...long as it scales and you document the setup). I have already purchased a domain, and need to integrate it with the new website • A modern, corporate-looking theme (premium or custom child theme) styled to match our brand colours and fonts. • Page templates for front page have image slider, dashboard data, latest news, upcoming events slider, About Us, Team Bios and Company History, portfolio database each set up with intuitive Gutenberg blocks so non-technical staff can edit content easily. • Essential plugins added and tuned for performance, caching, backups and basic SEO, without bloat. • HTTPS, domain pointing, and email deliverability (SES or equivalent) fully working. • A brief hand-off guide that explains how to log in, update pages and m...

...**Server Stability:** The site frequently returns **503 Service Unavailable** errors during scheduled import times, likely due to PHP process exhaustion. * **Environment:** WordPress site hosted on a **Linux VPS** (Full SSH, cPanel, and log access available). ### **Scope of Work** 1. **Diagnosis:** Identify the root cause of the cron timeouts and the 503 error spikes (e.g., PHP-FPM exhaustion, database locks, or handshake errors). 2. **Cron Repair:** Reconfigure or repair Estatik’s scheduled tasks. (Note: You may transition tasks from WP-Cron to server-level system crons if necessary for stability). 3. **Data Verification:** Ensure the Trestle feed is successfully ingesting and mapping listings without duplicates or data gaps. 4. **Optimization:** Ensure the import proces...

...concurrency, and efficient execution. The project involves developing backend logic and processing modules that may include real-time data handling, simulation-style workflows, and structured state management between components. Required Skills Strong experience in C/C++ and Python development Understanding of system design and modular architecture Experience with multithreading and concurrent programming Ability to debug complex issues and optimize performance Experience working on Linux-based systems Nice to Have Experience with real-time systems or simulation frameworks Knowledge of data processing pipelines or backend infrastructure Experience with performance tuning and low-latency systems Scope of Work Design and implement backend processing components Build clean, mainta...

...Tracking 7. Certification Auto-Generated Completion Certificates 8. Reports & Notifications Employee Learning Reports Department Performance Reports Email Notifications & Reminders Technical Requirements Preferred Technologies: PHP / Laravel / CodeIgniter MySQL Bootstrap / React (optional) REST API (optional) Deliverables Complete LMS Web Application Admin, Trainer & Employee Panels Source Code Database Documentation Deployment Support Timeline 5–8 Days Budget ₹2,000 (Negotiable based on Demo & Features) Looking For Freelancer with LMS or HRMS experience Clean UI & responsive design Fast delivery and good communication Please share: Previous LMS projects Tech stack Timeline confirmation Demo/screenshots if available...

Every time I open VisionPoint to create a new purchase order, “ghost” line-items appear—records that were never added, don’t show on the printed PO, yet linger in the database and stop me from saving. The problem started the moment I tried entering a fresh purchase order and now happens on every single attempt. I need someone who knows their way around VisionPoint’s backend (tables, data integrity routines and any related SQL/Visual FoxPro utilities) to: • Locate the underlying cause of these ghost items. • Clean the current data so no phantom records remain. • Validate that new purchase orders save and print correctly without introducing more stray records. • Provide a brief summary of what was fixed so I can prevent a repea...

I'm looking for someone to write simple Python functions. Ideal skills and experience: - Proficiency in Python - Experience with writing clean, efficient code - Ability to understand and implement basic programming logic Please provide examples of similar work done.

...procedures. • Modular lesson framework so new aircraft, airports, or learning modules can be plugged in later without rewriting the core engine. • Smooth WebGL performance on modern Chrome, Firefox, Edge, and Safari. , , Unity WebGL, or another proven stack is fine—choose what you can optimise and support. Additional requirements: - Complete authentication system - Online database - 15+ real aircraft - 50+ international airports - ATC system - Training and missions - Administrative dashboard - Certification system - Flight analysis - Flight plan - Complete REST API - Enterprise security Deliverables: 1. Complete, well-commented source code and asset files. 2. Deployed demo URL for testing. 3. Build/deploy instructions that let me recreate the project l...

I need a software program for my small money remittance business, primarily for sending money via cash pick-up locations. The software must be comp...compatible with desktop and web-based platforms. Key Requirements: - Secure, user-friendly interface for sending money - Integration with various cash pick-up locations - Real-time tracking of transactions - Compliance with legal and regulatory requirements - Robust database management for user accounts and transaction history Ideal Skills and Experience: - Experience in developing financial software - Strong knowledge of security protocols - Familiarity with cash remittance processes - Proficient in database management - UI/UX design skills for a user-friendly experience Please provide a portfolio showcasing ...

I'm seeking an experienced Controls Engineer with expertise in Programmable Logic Controllers (PLC) for process automation and equipment control. We primarily use Yaskawa and Omron PLCs. K...Requirements: - Design and implement PLC programs for automation tasks - Configure and integrate Yaskawa and Omron PLC systems - Troubleshoot and optimize existing control processes - Collaborate with engineering teams to ensure system reliability Ideal Skills and Experience: - Proficiency in Yaskawa and Omron PLCs - Strong background in process automation and equipment control - Experience with PLC programming languages (ladder logic, structured text) - Problem-solving skills and attention to detail Please provide examples of similar work done and relevant certifications. Looking forwar...

...(mandatorily) S.No. Tech Stack / Skill Area Candidate Years of Experience Self-Rating (Out of 10) 1 Overall Experience 2 Blockchain Development (Ethereum/Polygon/Solana) 3 Smart Contracts (Solidity / Rust) 4 Web3 Integration ( / ) 5 Backend Development (Python - Django/FastAPI) 6 API Development (REST / GraphQL) 7 Frontend Development (React / ) 8 Database Management (SQL / NoSQL) 9 Consumer-facing Platforms (Trading / Marketplace / Fintech) 10 AI Coding Tools (GitHub Copilot, ChatGPT, Cursor, etc.) 11 System Design & Architecture 12 Cloud Platforms (AWS / GCP / Azure) 13 DevOps (CI/CD, Docker, Kubernetes) 14 Security Best Practices (Blockchain + Web Apps) 15 Performance Optimisation & Scalability 16 Version C...

...background jobs, and queues - Ensure system scalability, performance, and reliability - Handle error handling, logging, and monitoring - Collaborate with cross-functional teams for feature delivery --- Required Skills - Strong experience in Python backend development - Hands-on with FastAPI / Django / Flask - Experience building REST APIs and microservices - Good understanding of asynchronous programming (Celery, RabbitMQ, Kafka, etc.) - Strong SQL skills and experience with databases (PostgreSQL, MySQL, MongoDB) - Knowledge of system design, scalability, and performance optimization - Experience with cloud platforms (AWS / GCP / Azure) - Familiarity with Docker and CI/CD pipelines --- Good to Have - Experience with LLM/AI integrations (OpenAI, LangChain, etc.) - Experience...

...repositories, not forks, mirrors, linked repos, submodules, or references to the original repositories. The copied websites must run independently on their own hosting/server environment without relying on the original websites. Environment configuration, database configuration, storage paths, API references, queues, cron jobs, cache systems, websocket/SSE services, and deployment configuration must be inspected carefully. The copied websites must not secretly connect back to the original website, original GitHub repositories, original database, or original server infrastructure. All Laravel configuration files, Vue.js frontend connections, Flutter app configuration, .env handling, build pipelines, and deployment logic must be reviewed carefully. You must verify whether an...

Need secure dashboard website. Features: - Admin login - Store user IDs/passwords - Add/edit/delete IDs - Counter system - API integration - AWS Lambda + DynamoDB + S3 - Mobile friendly dashboard - Export/import users - Multiple browser support - Secure token authentication - Hosting setup Frontend: React or Backend: Node.js Database: DynamoDB or MongoDB Hosting: AWS or VPS

I need to retire my old Microsoft Access commission-tracking database and move everything to a cloud-based interface that staff can reach from any browser. You will start with the full Access file (forms, queries, VBA, and data) and rebuild the same business logic online. Two elements must make the jump intact: • Customizable commission calculations that let me change rates, tiers, and effective dates without touching code. • Built-in reporting and analytics so managers can slice results by salesperson, product line, and period, then export to Excel or PDF. Beyond those, I’m happy to discuss best practices—user authentication, audit trails, or dashboards—if they fit naturally into the new architecture. I have no fixed preference for the front-end s...

...Google Cloud Platform (GCP) IaC: Terraform (Modular, reusable scripts) Compute: Google Cloud Run (Serverless containers) Database: Cloud SQL for PostgreSQL (with pgvector enabled) Networking: VPC, Private Service Connect (PSC), Cloud NAT, Identity-Aware Proxy (IAP) Security: Cloud KMS (CMEK), IAM Workload Identity, Security Command Center (SCC) Scope of Work Master Hub Build: Configure the central project containing the master PostgreSQL dictionary and the Artifact Registry for Docker images. The "Spoke" Template: Develop a highly modular Terraform template for client onboarding. Each Spoke must be a standalone GCP project with a private VPC, isolated database, and serverless compute. Secure Connectivity: Implement Private Service Connect (PSC) to allow S...

...agent must accept a plain-language instruction from the chat UI, break it into a basic sequence of sub-tasks, and then execute each step without additional prompts. Typical actions include: opening pages through Playwright or Selenium, reading or writing local files, running terminal commands, and calling external REST APIs. Throughout the run it should store and retrieve context via a vector database (Chroma, Pinecone, or FAISS) so conversations remain coherent and previously gathered knowledge is reusable. Architecture guidelines • Language: Python • Framework: FastAPI or Flask (whichever you’re faster with) • Orchestration: LangChain or LangGraph for tool routing and memory • Containerisation: Docker, with an easy “docker compose up&r...