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Home » Collections for Precious Grace Deborah Manucom

About Precious Grace Deborah Manucom

Hi! I'm Debby, a passionate and curious Computer Science student with a focus on real-world applications of AI, deep learning, and algorithm optimization. I enjoy building meaningful tech solutions, exploring data-driven insights, and constantly learning new skills. Outside of coding, I’m into writing, events, and sharing knowledge with others.

Build AI Apps Faster with Google AI Studio and Gemini

2026-06-26T16:11:01+00:00

Artificial intelligence has become an essential part of modern software development. It helps developers build applications that understand natural language, generate content, analyze documents, write code, and automate complex tasks. While large language models (LLMs) make these features easier to use, integrating them into real applications still takes time. Developers must configure API authentication, choose the right model, design prompts, and set up supporting infrastructure before they can start building. Google AI Studio simplifies this process. It provides a browser-based environment where developers can test Gemini models without writing integration code first. They can prototype prompts, compare responses, generate API [...]

Build AI Apps Faster with Google AI Studio and Gemini2026-06-26T16:11:01+00:00

OpenRouter Explained: Access Multiple AI Models Through One API

2026-06-26T15:29:28+00:00

The rapid advancement of generative AI has given developers access to an ever-growing collection of large language models from providers such as OpenAI, Anthropic, Google, Meta, Mistral AI, and xAI. Each model offers different strengths, whether in reasoning, code generation, content creation, multilingual support, or cost efficiency. While having multiple options is beneficial, integrating several AI providers into a single application often introduces additional complexity. Developers must manage different API endpoints, authentication methods, SDKs, pricing models, and rate limits, making it difficult to build flexible AI-powered applications. To address this challenge, platforms such as OpenRouter provide a unified API that [...]

OpenRouter Explained: Access Multiple AI Models Through One API2026-06-26T15:29:28+00:00

Getting Started with Gemma 3: Run Google’s Open AI Model Locally

2026-06-26T14:27:04+00:00

Artificial intelligence is becoming an essential part of modern software development, but many AI-powered applications still depend on cloud-hosted models accessed through APIs. While this approach offers powerful capabilities, it also introduces recurring costs, internet dependency, and privacy concerns for developers working with sensitive data. As open-weight large language models continue to improve, more developers are exploring ways to run AI entirely on their own machines. This shift has made local AI development more accessible than ever, allowing engineers to build, test, and experiment without relying on external services. One of the latest models driving this trend is Gemma 3, [...]

Getting Started with Gemma 3: Run Google’s Open AI Model Locally2026-06-26T14:27:04+00:00

Claude 4 and the Rise of Autonomous Software Engineering

2026-06-26T14:29:45+00:00

Artificial Intelligence is entering a new phase in software development. Over the past few years, developers have become familiar with AI-powered coding assistants that can generate functions, explain programming concepts, write documentation, and help troubleshoot technical issues. Tools such as GitHub Copilot, ChatGPT, Claude, Cursor, and Amazon Q Developer have become common parts of modern development environments. What began as simple code suggestions has evolved into something far more powerful. Today, AI is no longer limited to helping developers write individual lines of code. Modern AI systems are beginning to understand entire projects, analyze repository structures, execute development tasks, and [...]

Claude 4 and the Rise of Autonomous Software Engineering2026-06-26T14:29:45+00:00

Developing with Cline and Claude for Seamless AI Integration

2026-06-12T11:38:45+00:00

Artificial intelligence is rapidly changing how modern developers build software. Instead of manually handling every engineering task, developers can now delegate parts of the development lifecycle to autonomous AI coding agents capable of writing code, analyzing repositories, generating infrastructure, debugging errors, and orchestrating workflows directly inside development environments. One of the most powerful combinations emerging in AI-native software engineering is Cline with Claude. Together, these tools allow developers to create autonomous development workflows capable of interacting with repositories, executing terminal commands, generating cloud infrastructure, and iterating on software systems with minimal manual intervention. This article explores how developers can technically [...]

Developing with Cline and Claude for Seamless AI Integration2026-06-12T11:38:45+00:00

Building AI Browser Agents with Browser Use and Playwright

2026-06-08T14:02:58+00:00

Artificial intelligence is changing how developers interact with the web. Traditional browser automation was originally designed around predefined scripts, rigid workflows, and predictable user actions. Developers manually wrote automation logic that followed exact selectors, buttons, and navigation sequences. While effective, these systems often broke whenever websites changed their layouts or introduced dynamic interfaces. Today, AI browser agents are making browser automation far more adaptive and intelligent. Modern frameworks such as Browser Use, Playwright, LangChain, OpenAI Agents SDK, and browser-integrated LLM systems are enabling developers to build autonomous browser agents that can understand web pages, make decisions, navigate workflows, extract information, [...]

Building AI Browser Agents with Browser Use and Playwright2026-06-08T14:02:58+00:00

The New Software Stack: AI + GitHub + Cloud

2026-06-10T13:15:23+00:00

Software development looks very different today than it did five years ago. Developers are no longer working with isolated tools and manual deployment pipelines. Instead, the modern software stack has grown into a connected ecosystem where artificial intelligence, cloud infrastructure, automated DevOps workflows, and collaborative development platforms all work together. This matters whether you are an IT professional keeping pace with industry changes or a career-changer figuring out where to focus your learning. The tools shaping software engineering right now, from AI coding assistants to cloud-native deployment platforms, are the same ones that employers are increasingly expecting engineers to know. [...]

The New Software Stack: AI + GitHub + Cloud2026-06-10T13:15:23+00:00

AI Coding Assistants Are Changing Junior Developer Learning Habits

2026-06-10T07:35:20+00:00

Human AI workflows are rapidly transforming modern software development. From generating boilerplate code to debugging cloud infrastructure configurations, AI coding assistants are becoming part of the everyday toolkit of developers around the world. For junior developers, this shift is significantly changing how programming is learned. A few years ago, beginner developers spent countless hours searching through Stack Overflow threads, reading documentation line by line, and manually debugging syntax errors. Today, many of those learning barriers are reduced through AI-assisted coding experiences. A developer can now ask an AI assistant to explain Kubernetes networking, generate a Docker Compose configuration, or debug [...]

AI Coding Assistants Are Changing Junior Developer Learning Habits2026-06-10T07:35:20+00:00

AWS Lambda Web Adapter: Turning Functions Into Full-Fledged Web Apps

2025-09-29T02:21:47+00:00

AWS Lambda Web Adapter: Turning Functions Into Full-Fledged Web Apps When people hear about AWS Lambda, they usually imagine tiny snippets of code that run briefly in response to an event. It might be a function that resizes an image after it’s uploaded, or one that processes a payment notification before disappearing again. Lambda is built for these short, event-driven tasks, which makes it incredibly powerful but also somewhat limited in perception. After all, who would think of Lambda as a place to host an entire website? This is where the AWS Lambda Web Adapter changes the game. Instead of [...]

AWS Lambda Web Adapter: Turning Functions Into Full-Fledged Web Apps2025-09-29T02:21:47+00:00

AWS Student Community Day 2025: Mega Manila at Jose Rizal University

2026-06-08T07:18:43+00:00

AWS Student Community Day 2025: Mega Manila at JRU September 17, 2025 marked a milestone for student communities across Mega Manila. The José Rizal University (JRU) campus came alive with energy as it welcomed hundreds of students for AWS Student Community Day 2025, an annual gathering that empowers the next generation of developers and innovators. More than just a student tech event, Amazon Web Services Student Community Day 2025, also called AWS SCD 2025, served as a platform for collaboration, knowledge sharing, and hands-on learning. From the moment participants stepped through the gates, it was clear this gathering would be [...]

AWS Student Community Day 2025: Mega Manila at Jose Rizal University2026-06-08T07:18:43+00:00

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