Sqlite jobs

I’m ready to build a Windows-compatible application that lets me drop in raw Propwire or Propstream exports (currently CSV only) and receive a clean, research-ready ...criteria: The application must process at least 10,000 rows in a single import without crashing, display graded results in under 30 seconds, and allow me to export any filtered view back to CSV. An internal log or UI message should flag records missing critical fields so I can correct source data quickly. I’m open to whatever stack you feel is most efficient—Python with Pandas and a lightweight SQLite back end, C# and .NET with Entity Framework, or another approach—as long as it meets the speed and usability targets above. Let me know how you’d architect it and how long you’ll ...

Every afternoon I log dozens of order updates and I need a small Windows desktop program that lets me do it quickly and without distractions. The core requirement is a clean data-entry form: fields for order number, customer name, current status, date/time (auto-stamped is fine), and an open notes box. Once the record is saved it should be written to a lightweight local store—SQLite or a simple embedded database is perfect—so I can review or export the data later. I do not need reporting dashboards or sign-in screens at this stage; the entire focus is on fast, reliable entry. A single-window WinForms or WPF build in C#, Electron with a local store, or any comparable Windows-only framework works for me as long as it installs with minimal fuss. Acceptance criteria &bul...

...the status of every customer order I handle each day. Speed and simplicity are critical—I want to open the program, type or paste an order number, pick a status from a drop-down, hit save, and move on to the next one. A quick search field to call up an existing order and a basic export to CSV (or Excel) would also be helpful so I can share daily reports with the team. Data can live in a local SQLite file, an embedded database, or any lightweight alternative you recommend, as long as the installation stays self-contained with no separate server to maintain. The app must run smoothly on current Windows 10 and 11 machines. When you respond, please show examples of past desktop work—screenshots, short videos, or live executables—so I can see how you design interfa...

...coverage. • Once any connection is detected—Wi-Fi or cellular—the queue syncs to our backend in order, retries intelligently, and resolves conflicts (e.g., two people editing the same record) with predictable logic we agree on up-front. • If the signal drops mid-upload, progress is tracked and automatically resumes. What I need from you: 1. An offline-first architecture using a local database (SQLite, Realm, or similar) and a background sync service. 2. Conflict-resolution rules implemented and surfaced in the UI so users always know the status of their data. 3. A straightforward, friendly interface that works the same on iOS and Android—React Native or Flutter are both fine by me if they speed things up and keep one codebase. 4. Source code...

...Delivered, Cancelled), add an optional note, then hit Save. I should be able to review and edit past entries just as easily. Because this will be used every day, the interface has to load fast, work smoothly on recent Android versions, and stay usable even when the device is temporarily offline—queued entries can sync once a connection returns. Feel free to recommend a light, reliable backend (SQLite, Firebase, or another option you trust); I’m flexible as long as the data is stored safely and can be exported later. Deliverables • Android Studio project with well-commented source code • Signed APK ready for installation • Brief setup / user guide (PDF or Markdown) I don’t have a strict deadline, so we can focus on clean code, clear docu...

I have an existing Excel form that collects both text and numerical inputs. I now need that form wired to a simple web-based submission flow so users can fill it...handle all field validation for mixed data types, and create the connection layer that writes each record to the database. A short hand-off guide or commented code explaining how to adjust the form fields in the future will round out the job. Key deliverables: • Responsive web form that captures every Excel field • Reliable data transfer and insertion into the database (MySQL, PostgreSQL, or SQLite—whichever you recommend for speed of setup) • Clear setup instructions and any scripts required for deployment If you have questions about the existing sheet structure, let me know and I’ll shar...

...secure (session handling, password hashing, basic rate-limiting) and every record—from user profiles to reservations—should persist cleanly in an SQLite database. You’ll be free to choose a front-end stack you’re comfortable with (React, Vue or similar are all fine) as long as it stays lightweight and your styling/animation choices remain performant. On the server side, a straightforward framework such as Flask, FastAPI, Express or API routes will keep things tidy; the goal is clarity and maintainability rather than over-engineering. Deliverables: • A responsive web application with hotel-room-only booking capability fully wired to an SQLite schema. • Admin-side controls to add, edit and archive rooms, prices and availability. &bu...

...Admins manage user accounts and can export or purge data; technicians perform the bulk of data entry and edits; customers log in read-only to view the history of their own cylinders. Platform & tech expectations The app is iOS-only. I’m open to Swift, SwiftUI, or React Native as long as offline functionality and smooth barcode/QR scanning are possible. A lightweight on-device store (Core Data, SQLite, or Realm) that syncs to a cloud back-end (Firebase, AWS, or similar) will likely make the most sense; feel free to propose alternatives. Deliverables 1. Xcode project with well-commented source. 2. Simple, intuitive UI for batch entry and history lookup. 3. Role-based login flow. 4. Schema or migration script for the cylinder database. 5. Brief README coverin...

I have a fully-functional backend that already exposes clean REST/GraphQL endpoints. What I need now is a production-ready Flutter front-end that talks to those APIs and runs smoothly o...PDF parsing in action 5. Two weeks of post-handover bug-fix support Acceptance criteria • Login, product feed, scan, and PDF flows operate without crashes on current iOS and Android versions • All API interactions succeed or display graceful error handling • Code passes static analysis (flutter analyze) and unit tests provided Tech at a glance: Flutter, Dart, , REST/postgresSQL,sqlite, Firebase for push notifications. If this sounds like the type of build you enjoy, let’s get started—I’m ready to grant repo access and share endpoint docs as soon as we ag...

The Job Post Blueprint (Copy & Paste) Job Title: 1-Time Cloud Deployment (FastAPI + Python + SQLite) Salary Type: Fixed-Price /milestone based TaskTurnaround Time: 4 to 5 Days Experience : 0 to 3 years freshers,juniors, specialist Job type: freelancing/hybrid/remote Project Overview :We have built Project Ed, an enterprise-grade behavioral AI cybersecurity framework designed for online education platforms. The application’s core backend logic is 100% complete, fully tested, and consolidated into a single working file. The codebase features a trained scikit-learn Decision Tree classifier, an embedded persistent SQLite logging database layer, a 3-strike network counter, and a FastAPI schema are not looking for new code development, feature updates, or programmin...

...code with future add-ons in mind. Here’s what I need: • A clean Material-styled interface where users can search movies, view basic details (poster, synopsis, release year) and tap to add or remove items from their watchlist. • Data pulled in real time from a public source such as TMDB or OMDB; feel free to suggest the best fit. • Persistent storage of the watchlist between sessions—Room/SQLite is fine, or a lightweight cloud option like Firebase if that speeds things up. • Source code written in Kotlin or Java inside an Android Studio project, complete with build/gradle files and clear setup instructions so I can open and extend the project myself. • An installable APK for quick testing on physical devices. I’m happy to hear ...

...overlaps are obvious. • Two-level access – admins (create projects, reassign work, edit colours) and team members (view their own allocations). I’d like the interface to feel familiar to anyone who already lives in : columns for dates, expandable rows for people, hover pop-ups for project details. A lightweight backend is fine (Firebase, Supabase, or even a simple Node/Express + SQLite stack); what matters is that it loads quickly in a browser and writes back to via their API so we’re always working from a single source of truth. You’ll hand over: • A deploy-ready web app (Git repo + clear README). • Setup script or instructions for connecting our API key. • Brief video or live walk-through so the team can see it in action....

...someone to guide me through the process, track my progress, and tell me what to do and how to do it step by step. I don’t want anyone to build the application for me. I only need support and guidance until the application is fully completed, tested, and uploaded to the app store. The application will connect to a backend system through an ASP.NET Core Web API. It should work offline using a local SQLite database when there is no internet connection. When the internet becomes available, the application should synchronize local data with the server automatically. The application should use secure login with Two-Factor Authentication (2FA). It should also include a map that can display locations and application data. The map must support offline use, including previously dow...

...publicly accessible website and then let me explore that content through a fast, user-friendly search dashboard. Here is what I expect: • Scraping engine – written in Python (Scrapy or BeautifulSoup are fine) that traverses every relevant page, captures the required text and image assets, and stores them with the correct relationships. • Storage & indexing – a lightweight database or index (SQLite, PostgreSQL, or an Elasticsearch/Lucene-based option) that supports full-text queries and image asset references so searches return results in milliseconds. • Dashboard – a simple web interface (React, Vue, or plain Flask/Django templates) with:  – global search bar with instant suggestions  – filters for key fields you ex...

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...bidding. They are the spec: Ship dummy data only (John Doe / Doctor Doe1). Do not ask for real medical files. This v1 app must also be a clean template for a later product: friends/family use, a commercial vault, or a hosted system. Build v1 as a small local app, but keep the data model and permissions clean. Do not hard-wire features to “one SQLite file on one laptop” in a way that cannot be moved to Postgres and hosted files later. Do not build that hosted version now. What it is One owner stores records from Canada, the US, and Portugal. Doctors can log in, view non-hidden records, and add new ones. Nobody edits a stored record in place. Real records can be hidden, not deleted. The owner may purge seed/test rows only; that purge is audit-logged

...Application: Official job link When it disappears: Status: CLOSED Available for: XX minutes The final message design can be improved during development. 6. Duplicate and Reopening Detection The bot must prevent duplicate notifications. However, if a genuinely closed opportunity becomes available again, it should be treated as a reopening and generate a fresh alert. 7. Persistent State Use SQLite or another suitable lightweight database. The bot should preserve: Existing jobs Shift information First-seen times Availability state Telegram message IDs where needed Restarting the bot must not cause all existing jobs to be sent again as new alerts. 8. Failure Handling HTTP errors, malformed responses, timeouts, blocked requests, or incomplete responses must never be inter...

...infrastructure fixes, NOT a new trading strategy — we already tested and rejected a breakout strategy against real historical data, so please don’t pitch indicators or “high win rate” ideas. Scope: 1. Asset lock (OANDA): Restrict the bot to a short instrument allow-list (e.g. NAS100_USD, SPX500_USD, EUR_USD), enforced at the order-request level, not just config. 2. Permanent trade log: Append-only CSV/SQLite logger recording every order decision (timestamp, instrument, reasoning, size, SL/TP, result) — must survive outside system journald, which currently loses history after ~32 hours. 3. Schwab options sizing fix: Refactor contract sizing to enforce a $500 minimum trade size (via ceiling math), $300 max per-contract ask, 5-contract cap, with up to $...

I need a straightforward service that quietly records where a phone has been an...matter the handset. Every record must include: • a precise timestamp (to the second) • the raw GPS coordinates • a human-readable address resolved from those coordinates The capture interval will be configurable; storing points every X minutes is fine as long as the data come through in chronological order. I’m happy with a simple REST or GraphQL endpoint for upload and retrieval, and SQLite or any small cloud datastore is acceptable for persistence as long as you explain the choice. The final hand-off should include well-commented source code, a short README that shows how to compile or integrate each mobile module, and a sample request that proves the data format is exa...

...monitoring bot that is already built and working. I need an experienced Python developer to debug, improve and complete the existing project. I do not want it rebuilt from scratch unless technically necessary. Current technology: Python Asyncio Playwright GraphQL SQLite Telegram Bot API What already works: Detects publicly available UK job listings Fast monitoring and polling Sends Telegram alerts Tracks when listings appear and disappear Edits Telegram messages when listings become unavailable Stores listing state using SQLite What I need fixed and improved: Correctly retrieve available schedule and shift information Display multiple schedules as Shift 1, Shift 2, Shift 3 and so on Include First Day, Schedule, Hours per Week and Pay when publicly available Send new lis...

...own website. Phase 1 is all about reliability and clarity, not bells and whistles. Scope of work • Create a fresh Django project with a single command (e.g., python scrape) that navigates the distributed pages of the site, gathers the required text-based content, and captures any embedded timestamps or IDs that help with later analysis. • Persist every record directly to the default SQLite database through Django models—no external queues, no Celery. • Make the scraper idempotent: re-running it should update or skip existing entries rather than duplicate them. • Keep the code modular and well-commented so we can swap in PostgreSQL and add scheduling in the next phase. • Deliver a concise README that covers environment setup, model definiti...

I need a seasoned full-stack developer who can dive straight into SynapseIQ’s codebase and raise the quality bar, starting with our document-processing pipeline. The stack is React + TypeScript on the front end and Node.js/Express with SQLite and the OpenAI API on the back. Everything sits behind a multi-tenant architecture with authentication, role-based permissions, semantic search and RAG already in place. First priority is a thorough review of the existing platform, then a concerted push to modernise document processing. I want noticeably higher data-extraction accuracy, faster throughput and support for additional file formats without breaking what’s already live. While doing so, keep an eye on AI/RAG optimisation, code cleanliness and production-readiness in gener...

...invoiced. • Generate simple reports (daily, weekly, monthly) showing total sales, outstanding balances, and top-selling services. Essential requirements • Runs on current Windows versions without additional installs. • Clean, intuitive UI built with any stable framework you prefer (WinForms, WPF, Electron, etc.) as long as it launches quickly and feels lightweight. • Local data storage is fine—SQLite or another embedded option works—provided it can be easily backed up or exported to CSV. • Source code delivered, well commented, so future tweaks are straightforward. Acceptance criteria 1. I can install the app, enter a sale, edit it, and see the change reflected in a summary report without errors. 2. Reports export successfully to both PDF an...

...approach, feel free—just keep it simple. No login or role management is required for this first release. Please write clean, well-commented code, stick to standard libraries, and package everything in a single folder so I can run it right away with Python 3. Once complete, send over the full source plus a short README that explains how to execute the script and how the data is stored (CSV, JSON or SQLite are all fine as long as setup remains single-file and hassle-free). The scope is intentionally small, so I expect quick turnaround and a budget-friendly quote that stays within the low double-digits range mentioned in the post....

...accounting layer—day-close reports, tax breakup, cash/credit split and export to Excel or Tally All data must stay local; no cloud sync or subscription services. A clean, intuitive interface is important because different staff levels will rely on it daily. Deliverables 1. Executable installer for Windows 10/11 (64-bit) 2. Source code with build instructions 3. Schema for the local database (SQLite or your suggested alternative) 4. Brief user manual and video walk-through 5. Two weeks of post-deployment bug fixing Acceptance will be based on smooth installation, accurate stock movement between locations, flawless KOT ticketing and correct role-based access. If you have completed similar on-premise POS projects, I’d love to see a demo....

...any other store I decide to add next. The script must loop through a configurable list of URLs, pull the current price, stock status and every visible discount or offer (including coupons, bank/EMI and flash-sale banners), compare the results with locally stored history, and fire off Email alerts, SMS alerts and Push notifications the moment something changes. Local storage can be lightweight—SQLite, JSON or another flat-file format is fine—as long as each check records a timestamp so the script can spot differences quickly on the next run. Please keep the core logic modular: one parser per site, shared comparison and alert utilities, all wrapped so I can invoke it via the command line or set it on a cron job. Headless scraping with Requests/BeautifulSoup should hand...

...capacity falls short or remains unused. Simple colour cues for overload/under-load, printable and exportable reports (CSV / Excel), and the option to tweak labour hours or shift patterns are essential. The application will run exclusively on Windows, so a .NET (WPF/WinUI), JavaFX, or similarly robust framework is fine—whichever you are most effective with. A lightweight local database such as SQLite is adequate, though the design should leave room for a future networked upgrade. Additionally, the tool must be simple, user-friendly, support multi-user editing, and allow simultaneous viewing by multiple users. Deliverables 1. Compiled Windows installer and clean, well-commented source code 2. Brief user guide covering daily scheduling, forecast generation, and data bac...

...start, with room to grow as scope firms up. You'll be the senior technical voice across a small, well-organized codebase (clean architecture, good test coverage, active docs) rather than inheriting chaos. **The two projects** Titronics CloudNext — the software that runs alongside our scanning hardware. Desktop client: .NET MAUI (Windows), C# / .NET 10, SkiaSharp for real-time scan rendering, SQLite for local data, , direct hardware I/O (HID, serial, FTDI) talking to the scanner devices, QuestPDF for clinical reports, Auth0 for sign-in. Backend API: ASP.NET Core (.NET 10), clean-architecture solution (Api / Application / Domain / Infrastructure layers), EF Core, JWT auth, Stripe billing integration, deployed to Azure. Provider portal: a Cloudflare Pages site ...

...way that feels fast, modern, and effortless on any recent phone or tablet. I will supply the raw catalogue data—images, SKUs, descriptive copy, and pricing—and I need you to turn it into a polished browsing experience with real-time search and the two filters my customers use most: Category and Price range. Here’s what I expect the first release to include: • A lightweight, well-structured SQLite or room-based database (or a small API layer if you prefer) that cleanly stores the product feed I’ll provide. • Responsive list and detail screens built with current Android UI standards (Jetpack Compose or XML—your call) that load quickly even on slower devices. • Instant search as the user types, plus the Category and Price range f...

...details * Categories * Product list * Product details * Shopping cart * Checkout * Order list * Order details * Delivery status * User profile * Settings The app should have real navigation and interaction rather than being a collection of static images. --- # 4. Local Data All restaurants, products, users, orders and configuration should be stored locally. Suggested local database: * Room * SQLite * or another reliable Android local database No cloud database should be required. --- # 5. Local Editing / Admin System The application must include a protected local administration section. The administrator should be able to modify information directly from the Android device. For example: ### Restaurant * Restaurant name * Restaurant image * Restaurant address * Deliv...

...idle/backgrounding, reinstated now that there's an actual PIN gate to protect. • Encrypted backup export/import, using the recovery key (not the PIN) as the encryption key — a 4-digit PIN is too weak to protect a file that might sit in an inbox for years. 4.4 Data Migration Any data a user has already entered in the web trial (via IndexedDB) should be able to move into the native app's on-device storage (SQLite or equivalent). The existing Export/Import JSON format (already built and working in the web app) is the intended bridge — the native app's first-run flow should be able to import this format. If a different approach is proposed, please explain the trade-off in your quote. 4.5 Store Compliance & Polish • App icons, launch/sp...

...Technologies used Live demo and GitHub links The design should be modern, professional, and visually clean with subtle animations. Avoid heavy effects or unnecessary elements. The focus should remain on my projects and skills. I am a Information Technology student interested in Frontend and Full Stack Web Development. My skills include HTML, CSS, JavaScript, React, Node.js, , MongoDB, SQLite, GitHub, and VS Code. Make the website responsive and optimized for mobile devices. Use lightweight modern code, preferably React or HTML, CSS, and JavaScript. Structure the project so I can easily update project images, titles, descriptions, technologies, and links later from a single data/configuration file without modifying the main website code. Include a simple About section, Skill...

...Evening (18:00–23:00). Results must contain all runners and finishing positions so they can be matched against their pre-race Form. Database Please use SQLite and provide the completed database as greyfriars.db. Suggested tables are: races / greyhounds / race_runners / form_history / results FORM and RESULTS should automatically link using Race ID + Date, with Dog ID identifying individual greyhounds. Please store properly structured data fields rather than entire HTML pages. Scraper It should have: From/To date selection Automatic bulk collection Start/stop/resume Daily checkpoints Duplicate protection Error log and retries SQLite database CSV/JSON export Please investigate Racing Post's underlying XHR/API data where possible and respect applicable s...

I need a small piece of code that pulls six specific indicators for a list of equities every trading day: Moving Averages, Relative Strength Index (RSI), Bollinger Bands, Fisher9, Market Capitalization, and both ROCE and ROE. A simple Python script is ideal because it lets me schedule the task on a cron job and drop the results straight into either a CSV file or a lightweight SQLite database; if you prefer another language that can hit the same reliability targets, I’m open to it. The source can be Yahoo Finance, Alpha Vantage, or another free API as long as the data is accurate and each call stays within any daily-rate limits. Please include: • Clear setup instructions (API key, dependencies, scheduler). • A single command I can trigger to fetch the day&rs...

...advanced-search function that lets me filter by any field in seconds—name, company, email, phone, tags, you name it. You can build it as a small web app, a lightweight desktop tool, or a clean mobile-friendly interface; whichever stack you’re most productive in is fine with me, so long as the code is well-structured and easy for another developer to maintain. A simple relational database (MySQL, Postgres, SQLite) is perfectly acceptable. Key deliverables: • A responsive UI for adding, editing and deleting contacts. • Clearly separated personal vs. business categories, with the ability to view either set or both together. • Robust advanced search with multi-field filters and partial-match capability. • Import/export to CSV or similar s...

We need a browser based control interface for an existing C++ telescope tracking application, replacing all console based interaction. The interface will provide a live MJPEG camera stream, real time aircraft selection from ADS-B data, session telemetry, and remote start and stop control. A Node.js backend will relay commands to the tracker and log sessions to SQLite. The React frontend will offer live configuration panels and alert notifications.

...unfamiliar code and get somewhere with it in days. Language: TypeScript, strict mode, ~143k lines across backend and frontend Backend: Node + Express, modular route files, typed store interfaces Frontend: React 19 + Vite. No router library, no component library, no Tailwind. Plain CSS with design tokens, so there's less to learn than usual. Database: Postgres on Railway, plus pgvector for retrieval. SQLite locally. Raw SQL through pg, no ORM. AI: Anthropic SDK (Claude), OpenAI SDK, prompts kept in Nunjucks templates, Promptfoo for prompt evals including red-team suites Voice: Cartesia for speech-to-text and text-to-speech, plus a small Python service for speech emotion analysis Mobile: Capacitor 8 wrapping the same web app for Android Infra: Railway and GitHub Action...

I need a modern C++ desktop application that lets me maintain a complete employee record database. The first milestone focuses on a solid CRUD workflow: create, read, update and delete individual employee profiles, each stored securely in a local SQLite (or similarly lightweight) database. Please structure the code so that attendance tracking and printable or exportable reports can be added without refactoring the whole project; clear separation between the data layer, business logic and presentation layer will be important. I would like a straightforward graphical interface—Qt, wxWidgets, or another cross-platform toolkit is fine as long as it produces a smooth Windows installer. If you can also prove macOS or Linux builds later that’s a plus. For delivery I will ...

I need a straightforward employee record manager written in modern C++ for Windows. Although the program will run locally, I’d like the front-end to feel web-based—clean, form-driven pages and an interactive grid rendered with whichever embedded HTML/CSS or lightweight web-view library you are comfortable with. All data must be persisted in a local CSV file; please do not rely on SQLite or JSON. Core functions include adding, editing, deleting, and listing employees, plus a quick search that filters by Name or ID in real time. An admin-only login gate is required, and users must be able to export the full table to Excel-compatible CSV with one click. Deliverables • Windows executable with a web-style GUI • CSV-based storage layer (create if absent, appe...

...workout displays its corresponding animation and exercise data. Asset and data specification (RepDB Classic, Standard tier): • Static images: transparent-background WebP, 1024 x 1024, one classic-style 3D-rendered illustration per exercise with muscle highlighting • Animations: transparent-background looping WebP animations showing the full rep in motion, roughly 960px • Structured data: JSON and SQLite database of exercise names, muscle groups and equipment, available in English, German and Spanish • Licence: one-off commercial purchase, no ongoing subscription or per-download fees Because AnyRep's AI-generated workouts can call on an effectively unlimited range of exercises (for example, unusual variations like keg deadlifts), we expect there will not ...

...incident RSS feed and match the new call by timestamp to pull address, time, and units dispatched Display call type, units, time, and address on a small screen (5"–7") in a compact wall-mounted enclosure (about the size of a home alarm keypad) Night mode: screen dims for standby, switches to a red flashing alert on a new call until acknowledged Physical volume buttons for the speaker Local database (SQLite is fine) logging every call, with a simple history view and keep/delete controls This is a turnkey job — please source, purchase, and assemble all hardware (Pi, screen, SDR dongle, speaker/amp, enclosure, buttons) as part of your bid. Include a hardware cost breakdown in your quote. What I'm looking for in a freelancer: Prior experience with Raspberry...

Build a full-stack AI-powered Email Management & Response Agent with a modern, professional UI. Tech Stack: - Frontend: React.js + Tailwind CSS - Backend: FastAPI (Python) - Gmail API with OAuth 2.0 - Google Gemini API (or OpenAI API) for AI features - SQLite for local storage (optional) - JWT Authentication - Responsive design Project Name: AI Email Management & Response Agent Features: 1. Secure Gmail Login - Login using Google OAuth 2.0 - Connect Gmail account securely - Store OAuth tokens safely 2. Dashboard - Total Emails - Unread Emails - Starred Emails - Spam Count - Important Emails - Email Categories - Recent Activity - Charts showing email statistics 3. Inbox - Fetch latest Gmail emails - Show: - Sender - Subject - Preview - Date - Labels - Attach...

...Generate on-demand and scheduled reports—profit & loss, cash-flow snapshots, trend charts, and any other analytics you recommend that help me spot patterns fast. • Export reports to PDF and Excel. I’m happy to discuss the stack, though a solution that feels native to Windows—think C#/.NET, WPF, WinUI, or similar—will be easiest for me to maintain long-term. A lightweight local database such as SQLite or SQL Server Express is fine, as long as backup and restore are simple. Deliverables 1. Installer or ready-to-run executable for Windows 10/11 2. Source code with brief build instructions 3. Short user guide that shows how to add data and run the analytics Acceptance criteria • Application installs without additional paid dependenci...

...validation and XSS-safe content handling 3) Public pages (matching current design) - Home (hero + latest posts) - Single post -About - Auth pages (login/register) styled consistently with the existing look 4) Single-server deployment readiness - One deployable app/server setup - Environment variables for secrets/DB - README with install + run + deploy instructions - Database included in architecture (SQLite/PostgreSQL/MySQL — your choice, with recommendation) Preferred Extra Features (nice to have) - Admin role (approve posts if open registration, or restrict publishing to approved users) - Rich text or Markdown editor for article body - Image upload for article cover - Pagination on post list - Basic profile page - Simple search or tag filter Design Requirements - Keep...

...validation and XSS-safe content handling 3) Public pages (matching current design) - Home (hero + latest posts) - Single post -About - Auth pages (login/register) styled consistently with the existing look 4) Single-server deployment readiness - One deployable app/server setup - Environment variables for secrets/DB - README with install + run + deploy instructions - Database included in architecture (SQLite/PostgreSQL/MySQL — your choice, with recommendation) Preferred Extra Features (nice to have) - Admin role (approve posts if open registration, or restrict publishing to approved users) - Rich text or Markdown editor for article body - Image upload for article cover - Pagination on post list - Basic profile page - Simple search or tag filter Design Requirements - Keep...

...regions; focusing on commonly used Azure services and SKUs. - For service-to-service price comparisons, lean Requests-based calls will be used to validate REST API pricing endpoints against UI results. - Data will live in SQLite for now – running SQL rules to catch duplicates, gaps, or sudden changes. Historical deltas and anomaly alerts will surface on a simple dashboard. - Tests will run under PyTest and finish with an HTML report, execution log, and a CSV/Excel summary suitable for finance teams. Deliverables: 1. Full source code (Python 3.x, Selenium, PyTest, Requests, SQLite). 2. Clear Read-me guide with setup and commands examples. 3. Sample output reports showing successful search validation runs (HTML report logs + CSV summaries). 4. A brief video or screens...

...Commodity Intelligence Platform Workflow you need: Collect → Analyze → Compare → Score → Challenge → Recommend → Risk-check → Present. Research only, no auto-trading. Client approves/rejects. Stack for Phase 1: GitHub + Codespaces (free allowance) + Python + SQLite + Streamlit + OpenAI API + Scheduler + GitHub Secrets. Using Codex as agentic engineer. What I will build: 1. Ingest: Weather (Open-Meteo/NOAA), Gov Reports (USDA WASDE/FAO PDF scraper + LLM summary), News RSS, Prices (Yahoo/FRED). Modular for satellite/NDVI later. 2. Core: SQLite schema (raw_data, evidence, scores), ETL, Scoring 0-100 [30% Supply Stress, 25% Demand, 20% News Sentiment, 15% Price Anomaly, 10% Risk], Anomaly detection. 3. Challenge/Risk-check: 2+ source cr...

...Commodity Intelligence Platform Workflow you need: Collect → Analyze → Compare → Score → Challenge → Recommend → Risk-check → Present. Research only, no auto-trading. Client approves/rejects. Stack for Phase 1: GitHub + Codespaces (free allowance) + Python + SQLite + Streamlit + OpenAI API + Scheduler + GitHub Secrets. Using Codex as an agentic engineer. What I will build: 1. Ingest: Weather (Open-Meteo/NOAA), Gov Reports (USDA WASDE/FAO PDF scraper + LLM summary), News RSS, Prices (Yahoo/FRED). Modular for satellite/NDVI later. 2. Core: SQLite schema (raw_data, evidence, scores), ETL, scoring 0-100 [30% supply stress, 25% demand, 20% news sentiment, 15% price anomaly, 10% risk], anomaly detection. 3. Challenge/Risk-check: 2+ source...

...small budget constrains. GPT recommendations to start with: Component Phase-1 choice Development GitHub repository Development environment GitHub Codespaces AI programmer OpenAI Codex Language Python Database SQLite initially Backend Python services Dashboard Streamlit or similarly lightweight Python UI Scheduling Python scheduler / cron-style job AI analysis OpenAI API Secrets Environment variables / GitHu...

...straightforward job system with basic tasks (think taxi, courier, trash-collect, etc.). Here is what I need from you: • Install and configure the latest stable GTA5M/FiveM build on Windows • Build or adapt the simple job system and make sure it plugs cleanly into the standard roleplay framework (Lua or C#—your call as long as it’s easy for me to tweak) • Set up database persistence (MySQL or SQLite) for jobs, player data, and inventories • Optimise resources, ensure smooth sync, and leave clear comments so I can expand later • Provide a brief written guide (or short video) covering server start-up, adding new jobs, and routine maintenance Voice chat and full economy can stay on the roadmap, but right now reliability and a clean ...