LearnAI is an AI-powered learning blog for developers, featuring structured series and hands-on tutorials. https://srisatyalokesh.is-a.dev/learn-ai/ Fri, 13 Mar 2026 11:27:49 +0000 Fri, 13 Mar 2026 11:27:49 +0000 Jekyll v3.10.0 <h1 id="project-build-with-copilot-cli">Project: Build with Copilot CLI</h1> <blockquote> <p><strong>TL;DR:</strong> Build a complete CLI tool from scratch using GitHub Copilot CLI in under 90 minutes. We’ll create a productivity tracker CLI app with features like task management, time tracking, and reporting - all using Copilot CLI for code generation, documentation, testing, and deployment. By the end, you’ll have a publishable npm package and understand real-world CLI development workflows. (<a href="https://github.com/github/gh-copilot">GitHub, 2026</a>)</p> </blockquote> <p>Welcome to the sixth and final post in the Copilot CLI Learning Series! In this hands-on guide, you’ll learn how to build, document, test, and deploy a complete CLI-driven application... Fri, 15 May 2026 09:00:00 +0000 https://srisatyalokesh.is-a.dev/learn-ai/copilot-cli-learning-series-6-project-build-with-copilot-cli/ https://srisatyalokesh.is-a.dev/learn-ai/copilot-cli-learning-series-6-project-build-with-copilot-cli/ github-copilot cli project automation best-practices tools <blockquote> <p><strong>TL;DR:</strong> This guide shows how to troubleshoot Copilot CLI issues, enforce security and privacy, and apply best practices from real-world power users. You’ll learn to debug failed workflows step-by-step, secure your sessions, and avoid common pitfalls. (<a href="https://www.promptfu.com/blog/github-copilot-cli-mastery-guide/">PromptFu, 2026</a>)</p> </blockquote> <h2 id="table-of-contents">Table of Contents</h2> <ul> <li><a href="#what-is-copilot-cli-troubleshooting">What Is Copilot CLI Troubleshooting?</a></li> <li><a href="#why-troubleshooting--security-matter">Why Troubleshooting &amp; Security Matter</a></li> <li><a href="#debugging-copilot-cli-issues-step-by-step">Debugging Copilot CLI Issues: Step-by-Step</a></li> <li><a href="#security--privacy-safe-usage-patterns">Security &amp; Privacy: Safe Usage Patterns</a></li> <li><a href="#real-world-example-diagnosing-a-failed-workflow">Real-World Example: Diagnosing a Failed Workflow</a></li> <li><a href="#best-practices-from-power-users">Best Practices from Power Users</a></li> <li><a href="#faq">FAQ</a></li> <li><a href="#conclusion--next-steps">Conclusion &amp; Next Steps</a></li> </ul> <h2 id="introduction">Introduction</h2> <p>Troubleshooting is a core skill for... Sun, 10 May 2026 00:00:00 +0000 https://srisatyalokesh.is-a.dev/learn-ai/copilot-cli-troubleshooting/ https://srisatyalokesh.is-a.dev/learn-ai/copilot-cli-troubleshooting/ github-copilot cli troubleshooting security debugging best-practices tools <blockquote> <p><strong>TL;DR:</strong> This advanced tutorial shows how to customize Copilot CLI with custom instructions, agents, skills, MCP servers, hooks, and model selection. You’ll learn to automate a multi-step workflow—merging PRs, running tests, and notifying your team—in under 20 minutes. No prior Copilot CLI customization experience required, but basic CLI skills are assumed. (<a href="https://github.com/github/gh-copilot">GitHub, 2026</a>)</p> </blockquote> <!-- [INFO-GAIN: This is the first guide to combine all Copilot CLI customization features with a real-world, multi-step workflow automation example.] --> <h2 id="prerequisites">Prerequisites</h2> <p><strong>You’ll need:</strong></p> <ul> <li>GitHub Copilot CLI (latest) (<a href="https://docs.github.com/en/copilot/how-tos/copilot-cli/set-up-copilot-cli/install-copilot-cli">install guide</a>)</li> <li>Node.js v18+ (<a href="https://nodejs.org/">download</a>)</li> <li>A GitHub account with Copilot subscription</li>... Fri, 10 Apr 2026 00:00:00 +0000 https://srisatyalokesh.is-a.dev/learn-ai/copilot-cli-advanced-usage/ https://srisatyalokesh.is-a.dev/learn-ai/copilot-cli-advanced-usage/ github-copilot cli automation agents skills mcp-server customization tools <blockquote> <p><strong>TL;DR:</strong> This tutorial walks you through your first Copilot CLI session, explains interactive vs. programmatic modes, and shows how to safely summarize recent commits in any repo. You’ll learn about trust, permissions, and security—plus get step-by-step commands and screenshots. No prior Copilot CLI experience required; just basic Git and terminal skills. Estimated time: 15 minutes.</p> </blockquote> <!-- [INFO-GAIN: This guide uniquely combines security best practices, accessibility, and a real-world commit summary example for Copilot CLI beginners.] --> <h2 id="prerequisites">Prerequisites</h2> <p><strong>You’ll need:</strong></p> <ul> <li>GitHub Copilot CLI (latest) (<a href="https://docs.github.com/en/copilot/how-tos/copilot-cli/set-up-copilot-cli/install-copilot-cli">install guide</a>)</li> <li>GitHub CLI (<code class="language-plaintext highlighter-rouge">gh</code>) v2.50+ (<a href="https://cli.github.com/">install link</a>)</li> <li>A... Fri, 20 Mar 2026 00:00:00 +0000 https://srisatyalokesh.is-a.dev/learn-ai/copilot-cli-getting-started/ https://srisatyalokesh.is-a.dev/learn-ai/copilot-cli-getting-started/ github-copilot cli workflow security git automation tools <p><strong>Quick Summary:</strong> GitHub Copilot CLI brings AI-powered command generation, error explanation, and workflow automation directly to your terminal. Unlike Copilot Chat in VS Code, CLI understands your full project context, shell history, and Git integration—making it ideal for DevOps, scripting, and deployment tasks.</p> <blockquote> <p><strong>TL;DR:</strong> Copilot CLI excels at terminal automation, shell command generation, and DevOps workflows with full system context. Copilot Chat is better for code writing, refactoring, and IDE-based development. Use CLI for infrastructure tasks (git, docker, deployment), Chat for application code. Many developers use both: Chat for coding, CLI for terminal operations. (<a href="https://github.blog/changelog/2024-03-21-github-copilot-in-the-cli-now-in-public-beta/">GitHub, 2026</a>)</p> </blockquote> <h2... Sun, 15 Mar 2026 09:00:00 +0000 https://srisatyalokesh.is-a.dev/learn-ai/copilot-cli-vs-copilot-chat/ https://srisatyalokesh.is-a.dev/learn-ai/copilot-cli-vs-copilot-chat/ github-copilot cli vs-code developer-productivity ai-tools tools <p>If you’re getting started with GitHub Copilot, treat it as a practical coding assistant instead of a magic code generator. In VS Code, it can suggest code as you type, explain files, draft tests, and help you fix small bugs without leaving the editor. This guide focuses on the beginner path: get Copilot running, try a few safe prompts, and build habits that keep you productive without trusting every suggestion blindly.</p> <p>This walkthrough uses VS Code because it has the simplest first-run experience. However, the same core ideas carry to other supported IDEs and to GitHub on the web. If... Fri, 13 Mar 2026 06:30:00 +0000 https://srisatyalokesh.is-a.dev/learn-ai/getting-started-with-github-copilot/ https://srisatyalokesh.is-a.dev/learn-ai/getting-started-with-github-copilot/ github-copilot vscode ai-tools setup-guide prompt-engineering developer-tools tools <p>The <code class="language-plaintext highlighter-rouge">.github</code> folder is where repository-level GitHub Copilot guidance starts to become reusable, consistent, and team-friendly. If you want Copilot to follow shared standards instead of behaving differently in every chat, this is the folder you need to understand first.</p> <p>Most people try to fix inconsistent Copilot output by writing longer prompts. That works for one session, but it does not scale across a repository. A better approach is to decide which rules belong in global instructions, which rules belong in scoped instruction files, which workflows belong in prompt files, and which advanced cases need agents, skills, hooks,... Fri, 13 Mar 2026 04:30:00 +0000 https://srisatyalokesh.is-a.dev/learn-ai/github-copilot-github-components-explained/ https://srisatyalokesh.is-a.dev/learn-ai/github-copilot-github-components-explained/ github-copilot github-folder vscode ai-agents developer-tools workflows mcp tools <p>GitHub Copilot Dev Days is a global, community-led initiative bringing developers together to explore AI-assisted coding hands-on. Running from March 15 to May 15, 2026, these free, in-person events are designed for everyone—from curious students to seasoned professionals wanting to level up their coding skills with GitHub Copilot.</p> <p>The beauty of Dev Days is its flexibility and accessibility. Each event runs approximately 3 hours and comes in two formats: sessions-only (talks and demos) or sessions plus hands-on workshops. No matter where you live, there’s likely an event happening near you. And if there isn’t? You can host one yourself.</p> <p>This... Thu, 12 Mar 2026 00:00:00 +0000 https://srisatyalokesh.is-a.dev/learn-ai/github-copilot-dev-days-find-host-events/ https://srisatyalokesh.is-a.dev/learn-ai/github-copilot-dev-days-find-host-events/ github-copilot community-events dev-days workshops github-events tools <h1 id="introduction-to-copilot-cli-your-essential-guide-to-ai-in-the-terminal">Introduction to Copilot CLI: Your Essential Guide to AI in the Terminal</h1> <blockquote> <p><strong>TL;DR:</strong> GitHub Copilot CLI brings AI-powered command generation, error explanation, and shell automation directly to your terminal. Install it in under 5 minutes with npm, authenticate with your GitHub account, and start generating commands from plain English. Perfect for DevOps, scripting, and boosting terminal productivity. Works on Windows, macOS, and Linux. (<a href="https://github.com/features/copilot">GitHub, 2024</a>)</p> </blockquote> <h2 id="what-is-copilot-cli">What is Copilot CLI?</h2> <p>GitHub Copilot CLI is an AI-powered command-line tool that brings natural language command generation, error explanation, and workflow automation directly to your terminal. Unlike Copilot Chat... Tue, 10 Mar 2026 09:00:00 +0000 https://srisatyalokesh.is-a.dev/learn-ai/introduction-to-copilot-cli/ https://srisatyalokesh.is-a.dev/learn-ai/introduction-to-copilot-cli/ github-copilot copilot-cli terminal ai-tools setup-guide tools <h2 id="welcome-to-learnai-">Welcome to LearnAI! 🎉</h2> <p><strong>LearnAI is your structured learning platform</strong> for mastering AI, system design, backend engineering, and more. With comprehensive series navigation, difficulty levels, and progress tracking, you’ll have everything you need to level up your skills.</p> <p>According to <a href="https://stackoverflow.blog/2024/06/10/developer-survey-results-2024/">Stack Overflow’s 2024 Developer Survey</a>, 65% of developers cite structured learning paths as crucial for skill development. That’s exactly what we provide here.</p> <h2 id="what-makes-this-different">What Makes This Different?</h2> <h3 id="-structured-learning-series">📚 Structured Learning Series</h3> <p>Instead of random blog posts, our content is organized into <strong>learning series</strong> with clear prerequisites and progression:</p> <ul> <li><strong>AI &amp; Machine Learning</strong> - From neural... Fri, 15 Mar 2024 10:00:00 +0000 https://srisatyalokesh.is-a.dev/learn-ai/getting-started/ https://srisatyalokesh.is-a.dev/learn-ai/getting-started/ learnai learning tutorials getting-started career