 GitHub Blog Digest: Agent-Driven Development, Security, and eBPF I skimmed through the latest articles from the GitHub Blog — gathered the most interesting stuff for those into AI agents and development. 1. Agent-driven development in Copilot Applied Science The author used coding agents to build agents that automate part of their work. A meta-approach: you build agents that build agents. The key insight is to configure the agent like a junior: give it tools, check its work, and iterate. The article is fire, I recommend it. → https://github.blog/ai-and-ml/github-copilot/agent-driven-development-in-copilot-applied-science/ 2. GitHub Copilot CLI: Interactive vs Non-interactive A breakdown of two Copilot modes in the command line. Interactive — when you don't know what to do; non-interactive — when you know what you need but are too lazy to write it. A practical guide for daily work. → https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-interactive-v-non-interactive-mode/ 3. RCE vulnerability in git push pipeline GitHub detected, fixed, and analyzed a critical remote code execution vulnerability within 2 hours. No exploitation. How they did it — a special shoutout to the engineers. → https://github.blog/security/securing-the-git-push-pipeline-responding-to-a-critical-remote-code-execution-vulnerability/ 4. eBPF for safe deployments GitHub uses eBPF to detect and prevent cyclic dependencies in deployment tooling. If you don't know what eBPF is — it's a technology that allows running sandbox programs in the Linux kernel. Very powerful for observability and security. → https://github.blog/engineering/infrastructure/how-github-uses-ebpf-to-improve-deployment-safety/ 5. OpenClaw: After Hours @ GitHub An event for OpenClaw developers during Microsoft Build 2026. There will be demos, networking, and a Twitch stream. If you're building AI agents — worth checking out. → https://github.blog/open-source/register-now-for-openclaw-after-hours-github/ 6. AI for accessibility GitHub automated accessibility feedback triage using AI. Previously it was a chaotic backlog, now it's fast iterations. A great example of how AI solves not glamorous but truly painful problems. → https://github.blog/ai-and-ml/github-copilot/continuous-ai-for-accessibility-how-github-transforms-feedback-into-inclusion/ Conclusion: GitHub is actively moving toward agent-driven development, CI/CD security, and AI automation of routine tasks. Trends worth noting if you're building AI products. #GitHub #AIAgents #Copilot #DevOps #eBPF #Security #AgentDrivenDevelopment