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.
Inventory Management System DFD Levels 0, 1, 2 is the single most common BSIT capstone topic in 2026. Cafeteria inventory, drugstore inventory, sari-sari store inventory, warehouse inventory — at least …
The pandas KeyError: Column Not in DataFrame is a common error that occurs when you try to access a column that pandas cannot find in your DataFrame. For instance, you …
Hit IndexError: string index out of range while parsing text in Python? You’re in good company — it’s one of the top three IndexError variants that BSIT students see in …
ChatGPT capstone project ideas are the most rejected category in 2026. That’s not because LLMs are bad, but because most students bring the lazy version. The lazy version looks like …
Disclosure: This article contains affiliate links. If you purchase through these links, itsourcecode.com may earn a small commission at no extra cost to you. We only recommend Laptops we believe …
You’ve built the skills, polished your portfolio, and submitted applications. Now comes the moment that decides your career trajectory: the software engineer interview. The good news — Philippine tech companies …
Becoming a software engineer is one of the most rewarding career paths a Filipino student can take in 2026. Local entry-level salaries start around ₱30,000-45,000/month and rise quickly to ₱80,000-120,000/month …
Title defense is the first hurdle in capstone. It’s also the one most groups underestimate. By the time you reach title defense day, your panel hasn’t seen your code, hasn’t …
Software Engineer Salary Philippines 2026 is a question most BSIT students ask the wrong way. They Google “how much does a software engineer earn in the Philippines” and get back …
Resume screening AI is one of the most common HR capstone proposals in 2026 and one of the most ethically loaded. Panels will ask about bias before they ask about …
Sentiment analysis is the most over-attempted NLP capstone in the country. Every batch has at least one group that says “we’re doing sentiment analysis” and every panel mentally rolls their …
Stock prediction is one of the most common AI capstone proposals in 2026 and one of the most commonly rejected. The reason is almost always the same. Student walks into …
Most Gantt Chart Capstone Projects by BSIT students look like they were drawn in MS Paint at the last minute—and panels notice. A clean Gantt chart in Appendix B signals …