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.
Have a chance to encounter “ImportError: cannot import name ‘html5lib’ from ‘pip._vendor‘”? Well, this error usually appears when you are trying to install or use a Python package that requires …
The runtimeerror: the poetry configuration is invalid error is an indication that there is an issue with the Poetry configuration in your project. Poetry relies on a properly configured pyproject.toml …
The nameerror name keras is not defined error message usually experienced when working with Python. It happens when a Python script tries to use a name that was not defined or imported. …
If you are encountering the runtimeerror: python is not installed as a framework. error? Don’t worry! This article will provide useful insights and solutions to help you resolve the problem …
Trying to fix the Python nameerror: name sns is not defined error message… However, you are struggling to fix it? Then, keep on reading. In this article, we’ll show how …
Have you ever tried to import html5lib but instead have importerror html5lib not found please install it? Well apparently, you have not installed the html5lib. So in this article, we …
Working with Python project, chances to face Importerror: cannot import name ‘joblib’ from ‘sklearn.externals error is inevitable. So this article aims to address the causes and impacts of this error …
In this article, we’ll walk you through how to fix the nameerror name ‘json’ is not defined error message in Python. If you’re having a hard time dealing with this error, we …
One of the common errors you may encounter is the ImportError: cannot import name ugettext_lazy from django.utils.translation. This error can be frustrating to encounter, especially if you’re not familiar with …
The “runtimeerror: one_hot is only applicable to index tensor.” error is a runtime error that usually occurs if we attempt to use the one_hot function on a tensor that is …
One of the most common errors we encounter is “ImportError: dynamic module does not define module export function“. So, this article aims to explain what this error means and how …
Experiencing a nameerror name data is not defined, error message while you are working with Python Pandas? Yet, you are struggling to fix this error because you’re not familiar with it? Worry …
Have you ever come across the error message Importerror: install s3fs to access s3 while trying to access S3 buckets? It can be frustrating, especially when you need to upload …