Agent Evolution : Master GitHub Copilot Agent Mode

[Akash1134]

Illustration of GitHub Copilot Agent Mode with robot illustration on a vibrant background.

Hey GitHub community!

Ever had one of those moments when you're working on a project and think, "I wish my AI could just... get what I'm trying to do here?" Whether you're writing code, documenting a process, or creating content, imagine an AI that could understand your entire project, make smart changes across multiple files, and even run commands to test things. That dream is now reality with Copilot Agent Mode!

Agent Mode comprehends your entire project context, implementing complex features across multiple files with simple natural language prompts. It identifies which files need changing, makes coordinated edits, runs necessary commands, and self-corrects errors it encounters. Powered by cutting-edge models from OpenAI, Anthropic, and Google, Agent Mode represents a fundamental evolution in AI-assisted development—turning your ideas into functional code with remarkable accuracy and efficiency.

AGENT EVOLUTION IS COMING!

We're launching an exciting two-week learning journey running May 12-26. This is your gateway to unlocking the power of AI assistance for everything from everyday tasks to big project wins. By the end, you’ll be all set to vibe-code with GitHub Copilot. 🚀

Why You Should Clear Your Calendar

Picture this: Whether you're a developer typing "add authentication to my app" or a technical writer saying "create a documentation structure for my API," Copilot understands your project, makes appropriate changes across files, and delivers a working solution. This isn't science fiction—it's Agent Mode, and we're here to help everyone master it!

What's in it for you?

• 🧙‍♂️ Daily learning resources for both technical and non-technical users
• 🛠️ Practical examples you can apply to your work immediately
• 🏅 Hands-on challenges designed for all skill levels (no coding required for many!)
• 🔍 Discover productivity features that transform how you work with documentation, content, and code
• 👥 Connect with community members exploring new ways to collaborate with AI

Who's This For? (Everyone, Actually!)

• Software developers looking to automate complex coding tasks
• Content creators wanting help with structure, consistency, and formatting. (well, here's an example 😊)
• Technical writers seeking assistance with documentation generation and organization
• Project managers interested in using AI to track and summarize project information
• Anyone curious about the practical applications of AI in their daily work

The Adventure Map

Week 1: Getting Started with AI Assistance (May 12-16)

• Monday: Introduction to Agent Mode and its possibilities for all users
• Tuesday: Setup guides and Getting Started
• Wednesday: Real-world examples across different disciplines and skill levels
• Thursday: First Challenge—Automate a repetitive task in your workflow!
• Friday: Challenge Continues ⏯️ + Advanced features with Model-Code-Protocol (MCP) servers

Week 2: Becoming Proficient + 👀 (coming soon) (May 19-23)

• Monday: Advanced Agent Mode techniques 🤯
• Tuesday: Mastering prompts for your specific use cases
• Wednesday: Expert tips for both developers and content creators
• Thursday-Monday: Ultimate Challenge—(details to be shared later)
• Tuesday: Celebration of community achievements and spotlight on innovative solutions

Testimonial from the Future

"Before Agent Mode, I struggled with maintaining consistent documentation across our project. Now I simply describe what needs updating, and Copilot handles the tedious parts while ensuring everything remains coherent and properly formatted. It's like having an assistant who understands our entire project ecosystem!"

That could be you, 3️⃣ weeks from now!

Mark May 12th in your calendar 📆 because that's when we kick off this journey together!

The question isn't whether to join us... it's how Agent Mode will transform your workflow!

Drop a comment with your biggest work challenge that you're hoping Agent Mode might solve. Let's see if we can address it during the campaign!

[void-sign]

Agent mode is a great feature, but unfortunately, in Thai, the experience is lacking. In VS Code's Copilot, there are no specific instructions for the Thai language, which means the answers often don't fit user needs. On the bright side, when fixing code in English, it works quite well. However, sometimes the AI gets stuck in a loop, leading people to use the phrase "AI Slop" to describe it.

As part of my experiment with the CURL project (discussed here: Hacker News), I observed that the AI's conclusions can be inaccurate and overly verbose. Thanks to the CURL community and maintainers for being part of this experiment. While AI shows promise, it still has significant room for improvement. For example, I used GPT-4.0 to create a vulnerability report, and the results highlighted the AI's current limitations.

I hope this step of Agent mode will mark the beginning of a new era where even kids can use AI to find vulnerabilities ethically, and communities like CURL won't need to dismiss poorly generated reports. It's a long journey ahead.

I chose CURL for this experiment because it's one of the highest-quality open-source projects, alongside OpenSSL. If AI can meet their standards without wasting their valuable time, it would represent a significant evolution. Agent mode is just the beginning. Someday, when we unlock the puzzle of consciousness, the real revolution will start.

My biggest challenge is creating synthetic consciousness. I hope Copilot's Agent mode won't misuse this concept. OpenAI's "Monday Model" joke response was an example of how this could go wrong. Who knows? While AI can be dangerous, it also holds immense potential for good. As with nature, there is always duality—good and bad. Without bad, we wouldn't appreciate good. Without AI slop, we wouldn't recognize the greatness of advanced AI.

Best regards,
Napol