Are you coding faster, or just creating bugs faster? 👀 AI can help you move at a record pace, but it can also generate AI slop if you operate without guardrails. Fortunately, you can have speed without sacrificing quality. ✅ Here's our guide to keep your code top-notch in the age of AI. ⬇️ github.blog/ai-and-ml/gene…

@github Prioritize code reviews and testing; avoid unchecked AI-generated outputs swiftly.

@github Velocity only matters if you can trust the output

@github Best one

@github يتأمل 🧘 ذكاء الأطفال #github

@github I keep getting error at GitHub spark I'll be paying $350-$400 annually but this preview still got a lot of bugs etc...

@github Thanks for the agent thingy, real cool innovation at GitHub 🚀💯

@github If you use AI to your advantage and review the code, it will make you faster

@github This is great

@github Speed + guardrails = flawless coding.

@github Enabled. Would love it on personal Github accounts as well!

@github If you are getting slop, you aren't bullying the agent enough. The real fix (can be expensive): 1. Dynamic Rules per task. 2. Force the Agent to update .md docs/reports after EVERY code change. It burns tokens like crazy, but it turns "slop" into Production Code.

@github Guardrails keep the sprint honest, speed and quality are a balance

@github I really appreciated the perspective about treating speed and quality as a combined objective. it's all about mindful co-pilot navigation! And the point about documenting the 'why' behind decisions, not just the 'what,' is just brilliant for future maintainability.

@github Those guardrails are crucial, loved the tip on detailed prompting—I've seen Copilot shine when I specify constraints upfront. Thanks for the guide! #AICoding"

@github Interesting !

@github “or just creating bugs faster” stop right here!!

@github human intent and review are irreplaceable. In practice, we’ve found they scale best when guardrails are executable (tests, linters, type checks) so reviewers spend time on judgment and not obvious failures.

@github Guardrails are everything

@github “With GitHub Copilot coding agent, you can even assign multi-step tasks like:” Glad to see the example here since I have been using it for a long time 🙂👌👍😂

@github Coding faster and debugging faster 😄