GitHub Copilot deep dive: Model selection, prompting techniques & agent mode
GitHub
@githubAbout
GitHub is the AI-powered developer platform to build, scale, and deliver secure software. We make it easier for developers to be developers: to work together, to solve challenging problems, and to create the world’s most important technologies. We foster a collaborative community that can come together—as individuals and in teams—to create the future of software and make a difference in the world. The GitHub platform is where developers can create, share, and ship the best code possible. Our community is made up of students, hobbyists, consultants, enterprise professionals, partners, and executives, building software in the way that works best for them. GitHub is much more than code. It is the home of open-source collaboration. It is where new developers get started and where experienced developers expand their knowledge. It is a community where developers come together to solve the unsolvable and test the limits of what software can do.
Latest Posts
Video Description
Level up your AI-assisted development with this GitHub Copilot deep dive where we try out all different AI models to see what works best for certain tasks. We go beyond simple code suggestions to explore agent mode for complex tasks, compare the strengths of various integrated models (Claude, Gemini, etc.), and demonstrate practical tips for prompting, debugging, tracking changes, and refining UIs with visual input. In this episode, we test out: Claude 3.5 and 3.7 Sonnet GPT-4o, 4.1, 4.5, o3 and o4-mini Gemini 2.0 Flash and 2.5 Pro #GitHub #Copilot #GitHubModels ▬▬▬▬▬▬ TIMESTAMPS ⌚ ▬▬▬▬▬▬ 00:00 Intro to Models 01:33 Preparing the Prompt and Custom Instructions 06:45 Model Selection and Use in Agent Mode 11:24 Debugging Build Errors 35:10 Using Visual Inputs and File Drop Techniques 40:47 Comparing Results 41:10 Refining the Frontend 52:46 Making it secure & accessible 58:55 Testing with Copilot 1:06:27 Documentation 1:14:24 Wrap-up and key takeaways Stay up-to-date on all things GitHub by connecting with us: YouTube: https://gh.io/subgithub Blog: https://github.blog X: https://twitter.com/github LinkedIn: https://linkedin.com/company/github Insider newsletter: https://resources.github.com/newsletter/ Instagram: https://www.instagram.com/github TikTok: https://www.tiktok.com/@github About GitHub It’s where over 100 million developers create, share, and ship the best code possible. It’s a place for anyone, from anywhere, to build anything—it’s where the world builds software. https://github.com
Boost Your Coding Efficiency
AI-recommended products based on this video

4 Pack LCD Writing Tablet for Kids, 8.5 Inch Colorful Doodle Board Drawing Tablet, Educational Learning Toys Birthday Gifts for Boys Girls Age 3 4 5 6 7 8

Toys for Girls Boys, Colorful Doodle Board Drawing Tablet, Memo Board, Drawing Pads with Lanyard, Travel Educational Toys Gifts for Boys Girls Age 3 4 5 6 7 8 9 Years (Pink)

Toys for Girls 10 inch Doodle Board Drawing Pad Tablet with Lock Function, Erasable, Portable, Educational Learning Unicorn Toy Gifts for 3 4 5 6 7 8 9 Years Old Girls Toddlers (Pink)

LCD Writing Tablet, Portable Erasable 6.5 Inch Full Screen Digital Notepad, Reuseable Electronic Drawing Pads, for Taking Notes, Drawing, Office, Study, Teaching

Cmokifuly GMK67 65% Mechanical Keyboard Kit Tri-Mode South-Facing RGB LED for 3/5pin Switches,66 Keys+1 Knob Hotswap Socket PCB Gasket Mounted Plate Gaming DIY Keyboard Kit (White)

5 Pcs Adult Keyboard Clicker Toys, Portable Mechanical Keyboard Keychain Toy, Decompression Toys, Funny Cube Key Button Stress Relief for Adults Present to Relief Pass Time

Asus ROG Azoth Wireless Mechanical Gaming Keyboard – 75% TKL, Tri-Mode Connectivity, Hot Swappable Pre-lubed ROG NX Snow Linear Switches, PBT Keycaps, RGB, OLED Display, PC/Mac Support - Black

TMKB 60% Mechanical Gaming Keyboard, Brown Tactile Switch, LED Backlight, Anti-Ghosting, Detachable USB-C, Double-Shot Keycaps, 61 Keys, Wired, White

Dell UltraSharp 24 Monitor - U2424H

Dell UltraSharp U2723QE 27" 4K UHD WLED LCD Monitor - 16:9 - Black, Silver EPEAT

Anker 332 USB-C Hub (5-in-1) with 4K HDMI Display, 5Gbps - and 2 5Gbps USB-A Data Ports and for MacBook Pro, MacBook Air, Dell XPS, Lenovo Thinkpad, HP Laptops and More

Anker Nano USB C Wall Charger,45W Fast Charging Smart Display Charger,with 180°Foldable Plug,Smart Recognition,Built-in Care Mode,for iPhone17/16/15 (Non-Battery,One USB-C Port,No Cable Included) ClimatePartner certified

Logitech M185 Wireless Mouse, 2.4GHz with USB Mini Receiver, 12-Month Battery Life, 1000 DPI Optical Tracking, Ambidextrous, Compatible with PC, Mac, Laptop - Black

Logitech G203 Wired Gaming Mouse, 8,000 DPI, Rainbow Optical Effect LIGHTSYNC RGB, 6 Programmable Buttons, On-Board Memory, Screen Mapping, PC/Mac Computer and Laptop Compatible - Black

Logitech G305 Lightspeed Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - Black

Logitech G502 Hero High Performance Wired Gaming Mouse, Hero 25K Sensor, 25,600 DPI, RGB, Adjustable Weights, 11 Programmable Buttons, On-Board Memory, PC/Mac, Black

Laptop Stand for Desk, Adjustable Laptop Riser ABS+Silicone Foldable Portable Laptop Holder, Ventilated Cooling Notebook Stand for 10-15.6” Laptops,Tablet-Black

Zewwen Laptop Stand for Desk, Ergonomic Adjustable Foldable Computer Stand with Heat-Vent, Aluminium Alloy Laptop Riser Compatible with MacBook Air, Pro, Dell XPS, Samsung, 10”-16"

Zewwen Laptop Stand for Desk, Ergonomic Adjustable Foldable Computer Stand with Heat-Vent, Aluminium Alloy Laptop Riser Compatible with MacBook Air, Pro, Dell XPS, Samsung, 10”-16"

TP-Link USB to Ethernet Adapter (UE306) - Foldable USB 3.0 to Gigabit Ethernet LAN Laptop Network Adapter, Supports Nintendo Switch, Windows, Linux, Apple MacBook OS 10.11- OS 12, Surface

Monster N-Lite 211 Wireless Earbuds, Bluetooth 6.0 Stereo Headphones with Noise-Cancelling Mic and LED Display, Built-in Mic for Clear Calls, Waterproof Design for Sports

Monster N-Lite 211 Wireless Earbuds, Bluetooth 6.0 Stereo Headphones with Powerful Bass, Built-in Noise-Cancelling Mic for Clear Calls, LED Display, 36H Playtime, IPX5 Waterproof Design for Sports

NEXPOW Car Jump Starter,Car Battery Jump Starter Pack 1500A Peak Q10S for Up to 7.0L Gas and 5.5L Diesel Engine12V Auto Battery Booster,Jumper Cables,Portable Lithium Jump Box with LED Light/USB QC3.0

Firefly Variety 8 Pack - Fire Starter Accessory for Swiss Army Victorinox Knives (Neon Green-Yellow Glow)

9-in-1 5000A 150PSI Car Battery Booster Jump Starter with Air Compressor (All Gas/9L Diesel), Portable Car Battery Booster Pack, Safe Durable Car Jump Starter with Extended Jumper Cables, Glove, Light




















