Your trusted resource for downloadable source code, complete capstone projects with ER diagrams and Chapter 1-5 documentation, AI-ready capstones (RAG, ChatGPT, computer vision), and step-by-step tutorials in PHP, Python, Java, JavaScript, and more. Built by working developers, tested before publishing, and updated for 2026.
📅 Updated weekly | ✅ Code tested before publishing | 👨💻 Built by PIES IT Solutions developers
The fastest-growing capstone category in 2026. Capstones that panels approve faster — AI agents, RAG, real-time computer vision. Build the kind of capstone employers actually look for on resumes.
Free AI capstones with full source code — RAG document Q&A, ChatGPT API apps, local LLMs, computer vision, NLP. The umbrella hub for modern AI capstones.
46 Python computer vision capstones — face detection, hand tracking, pose estimation, document scanning. Real-time on CPU, no GPU required.
23 algorithm-level ML capstones — CNN, classification, recommendation systems, computer vision foundations.
Working source code, ER diagrams, and step-by-step setup for the languages BSIT panels recognize. Every project tested before publishing.
319 free PHP + MySQL capstones — school, hotel, hospital, e-commerce, inventory, payroll. Each includes ERD and setup instructions.
296 Visual Basic .NET Windows Forms capstones — the dominant Philippine BSIT panel stack. Hotel, POS, Hospital, Payroll, Inventory.
250 Python capstones — Tkinter desktop, Django web, Pygame games, OpenCV vision, ML and AI integration.
127 Java capstones — NetBeans + MySQL desktop applications. Hotel, Library, Hospital, POS, ATM, School systems.
111 Django web management systems — modern Python full-stack capstones. School, e-commerce, hospital, banking, transport.
74 Laravel PHP MVC capstones — School, E-commerce, Hospital, POS, Inventory, Banking. Modern PHP for production-quality defense.
58 C# + SQL Server Windows Forms projects and reference snippets — DataGridView, ListView, ComboBox patterns plus management systems.
55 vanilla JavaScript, Vue.js, and Node.js projects — browser games, calculators, CRUD demos, Vue SPAs.
The Chapter 1-5 documentation, UML diagrams, database designs, and foundation language resources every BSIT student needs to pass capstone defense.
302 free ER, DFD, Use Case, Class, Activity, Sequence, Component, and Deployment diagrams for capstone Chapter 3.
145 capstone idea lists and Chapter 1-5 thesis documentation templates for BSIT, BSCS, and engineering students.
35 ER diagrams and SQL schemas — Hospital, Library, POS, Inventory, Salon, Clinic, Restaurant, Resort.
132 foundational C and C++ mini-projects — console games, mini management systems, OOP patterns. Perfect for 1st-2nd year coursework.
Learn the language first, then ship a capstone. Free tutorials with working examples.
599 JavaScript and Node.js language tutorials — syntax, features, frameworks, debugging.
150+ Python tutorials covering OOP, file I/O, web scraping, async, and library usage (pandas, numpy, matplotlib).
Modern TypeScript tutorials covering types, generics, and integration with React/Node.
Beginner-to-intermediate PHP tutorials with practical examples for capstone use.
The most comprehensive Python & JavaScript error reference on the open web. 10 cross-linked hubs covering TypeError, ModuleNotFoundError, AttributeError, ValueError, ImportError, NameError, RuntimeError, SyntaxError, ReferenceError, and HTTP errors. Each post explains the root cause and gives 2–4 alternative fixes.
220+ Python & JavaScript TypeError fixes — NoneType, not callable, cannot read property.
198+ Python import error fixes — pip install, virtualenv, TensorFlow, PyTorch, Flask, Django.
173+ "object has no attribute X" fixes — NoneType, pandas, NumPy, sklearn, Selenium.
100+ pandas, NumPy, sklearn, TensorFlow ValueError fixes.
67+ "cannot import name X from Y" version-conflict fixes — Flask, Werkzeug, ML libraries.
49+ Python "name X is not defined" fixes — numpy, pandas, Jupyter, Python 2→3 migration.
49+ PyTorch CUDA, asyncio, Flask context, mutation-during-iteration fixes.
48+ Python & JavaScript parsing errors — EOF, EOL, unexpected token, import.meta.
34+ JavaScript "X is not defined" fixes — Node ESM, SSR, React, browser globals.
35+ HTTP 4xx and 5xx status code explanations — 403, 404, 429, 500, 502, 504.
One such error that you might come across while working with the Transformers library is the “ImportError: cannot import name ‘safe_weights_name’ from ‘transformers.utils’”. In fact, this error can be frustrating, …
The runtimeerror: expected scalar type half but found float error typically occurs when there is a mismatch between the data type expected by a PyTorch function and the actual data …
In this article, we’ll delve into the solution of Python nameerror: name ‘open’ is not defined error message. This error message is confusing, especially if you’re new to this. Fortunately, this article …
Working with Python and its libraries, you may encounter import errors, namely, Importerror cannot import name ‘_rfc_1738_quote’ from ‘sqlalchemy.engine.url’. Purposely, this article will delve into the details of this error …
Are you encountering and struggling to fix the Python nameerror: name ‘kwargs’ is not defined error message? Well, keep on reading because we can help you to get rid of this error. …
The nameerror: name ‘display’ is not defined is an error message you’ll encounter when working in Python. Are you dealing with this error right now and having a hard time trying to …
One of the common errors may encounter of a programmer in working into deep learning frameworks such as PyTorch is: Runtimeerror: expected scalar type bfloat16 but found float This error …
If you’re a Python developer working with databases, you may encounter runtimeerror: either sqlalchemy_database_uri or sqlalchemy_binds must be set. error. This error is related to the SQLAlchemy library, which is …
If you are working with deep learning frameworks, encountering errors is an inevitable part of a programmer. One of the often error that can cause frustration and obstruct your progress …
If you are encounter the runtimeerror: cuda error: all cuda-capable devices are busy or unavailable while working with CUDA (Compute Unified Device Architecture), you know how frustrating it can be. …
In this article, we’ll show you how to fix the nameerror name get_ipython is not defined error message. If you’re new to this error message technically, it’s quite for you to fix …
Have you come across the error importerror: cannot import name ‘cached_property’ from ‘werkzeug‘? Well, in particular, this error could be hard if you are not familiar with werkzeug library. So …
Working with Python projects, it’s inevitable to face the “ImportError: Cannot import name ‘paramspec’ from ‘typing_extensions‘” error at some point. Actually, this error usually occurs when trying to import the …