htekdev

GitHub Actions just got completely reborn: → 71M job executions → 10-level workflow nesting → YAML anchors finally here → No more 10GB cache limit Why now? Agentic development is reshaping every tech stack. The future of CI/CD is AI-native 🤖 #GitHubActions #DevOps #AI

GitHub Actions is completely reborn 🔄 → YAML anchors (finally!) → 10-level workflow nesting w/ federated credentials → No more 10GB cache limit Why now? Agentic DevOps. 71M jobs/day needed new architecture. The future of CI/CD is AI-native 🤖 #GitHubActions #DevOps #AI

I slept on GitHub Copilot CLI's PR commands and I was SO wrong 😅 /pr create → auto-syncs branches, handles due diligence /pr fix → checks CI, fixes failures, resolves merge conflicts Honestly a huge game changer for PR workflows. Full breakdown of 5 essential commands in the vid 🔥 #GitHubCopilot #DevTools #CodingTips

Your agent hooks are security theater 🎭 Block file writes? Agent just uses Python/PowerShell instead. The fix: hook onto OS-level I/O, not agent tools. That's Layer Zero. NVIDIA OpenShell does exactly this—sandbox at kernel level, not app level. #AgenticAI #DevSecOps

"An agent is an engineer. It has its limitations. It has its capabilities." Stop scaling agents. Start scaling roles. You budget engineers by role — devs, QA, infra. Same methodology applies to AI agents. 57% have agents in prod. Only 24% scaled them successfully. 🧵👇 #AIAgents #TechLeadership #AgenticAI

5 GitHub Copilot CLI commands you NEED to know: /mcp → Manage MCP servers /skills → Add/list skills /agent → Browse agents /diff → View changes + comments /pr create → Auto PR workflow The /pr fix command handles CI failures & merge conflicts automatically 🤯 #GitHubCopilot #DevTips

Just unlocked parallel agentic development: Git WorkTrees + WorkTrunk + Copilot CLI → Run multiple AI sessions simultaneously → No branch switching → Create PRs in parallel → /pr fix handles merge conflicts This changes everything 🧵 worktrunk.dev #CopilotCLI #GitWorkTrees #DevTools #AI

GitHub Copilot can now skip workflow approvals on PRs it creates. The tradeoff? Agent-created workflows get automatic access to your secrets. 🔐 GitHub added a disclaimer. Most teams will enable it anyway. Velocity vs. security — you decide. #GitHubCopilot #DevSecOps #AI

"Why are we making the same mistake of just scaling without a process for concurrency?" AI devs are repeating distributed systems mistakes we solved decades ago 🧵 More agents ≠ better results. Scale ROLES, not agents. #AIAgents #DistributedSystems #AgenticAI #TechDebt

If you put an LLM in a loop, you've built an agent. If you don't add an Agent Harness, you've built a liability. Tool approvals, hooks, context compaction, sandboxing—this should be a STANDARD, not a framework. Agentic DevOps is here. Are you ready? #AgenticDevOps #AI

🔥 Hot take: CICD pipelines will be ancient news in < 1 year What you need to learn NOW: • Agent harnesses • Agent hooks • Sandboxes (OpenShell is just the beginning) DevOps isn't dying—it's evolving to CONTROL AI agents. The future is agentic. Are you ready? #DevOps #AI

"Adding more people doesn't solve the problem. Adding more ROLES does." This applies to AI agents too. Stop scaling agents. Start scaling specialization. The future of multi-agent AI isn't more—it's more focused. 🎯 #AIAgents #MultiAgentAI #DevOps #TechStrategy

Your agent hooks have a fatal flaw: agents can just use PowerShell/Python/Node to bypass them entirely. The fix? Hook at the OS level. Intercept file I/O at Layer Zero and you're bulletproof—doesn't matter how the agent tries to write. #AIAgents #DevOps #AgentSecurity

Your AI agent has access to your terminal, files, and AWS keys right now. NVIDIA just open-sourced OpenShell—the sandbox runtime that should've existed from day one. Layer Zero protection is here. 🧵 #OpenShell #AgenticDevOps #AIAgents #DevSecOps #NVIDIA

VS Code 1.111 just dropped Autopilot mode and it's a game changer 🚀 No more "do you want me to continue?" every 30 seconds. Autopilot = AI executes your plan start to finish, no interruptions. The future is AI autonomy, not just AI assistance. #VSCode #GitHubCopilot #AI

Hot take: More AI agents ≠ better results. It's a distributed systems problem we keep repeating. The fix? Scale ROLES, not agents. Treat your AI like specialized engineers with clear responsibilities. Optimize before you multiply. 🧠 #AIAgents #AgenticAI #DevTips

VS Code 1.111 just dropped Autopilot mode 🚀 No more "Do you want to continue?" spam. AI now executes your entire plan start-to-finish. Microsoft calling it "Autopilot" while the product is "Copilot" tells you exactly where coding is headed. #VSCode #GitHubCopilot #AI

GitHub Copilot isn't autocomplete anymore—it's an Agentic platform 🤖 VS Code just went WEEKLY releases to keep up with the AI revolution (52/year!) Copilot can now autonomously open PRs, fix bugs & implement features. The future of coding is here 🚀 #AgenticAI #GitHubCopilot

Copilot coding agent commits now include a permanent link to their session logs for easier tracking and auditing. • Commits show Copilot as author and user who initiated the task as co-author github.blog/changelog/2026…

GitHub Copilot is NOT autocomplete anymore. It's now an Agentic platform. VS Code is just an extension of it. This is the biggest paradigm shift in AI coding tools since Copilot launched. And VS Code went weekly releases just to keep up. 🚀 #GitHubCopilot #AgenticAI #VSCode