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Featured Improving token efficiency in GitHub Agentic Workflows Agentic workflows that run on every pull request can quietly accumulate large API bills. Here’s how we instrumented our own production workflows, found…
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Discussions and forums
We accidentally spent $300/month running lint on macOS runners. What's your worst GitHub Actions cost mistake?
Just discovered one of our devs set up a lint workflow using macos-latest instead of ubuntu-latest. That's $0.08/min vs $0.008/min — 10x more expensive. It was running 400+ times a month. $300 down the drain for months b…
Show HN: My first app, artisanally vibe-coded in 4 months
Hi HN, I'm Jeroen, 49. Father of two, and manager in the Dutch government by day. Until last December I had never written a line of code. You get the picture. Since April my first app, TravElly, is live in the App Store.…
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5 open-source developer tools that are better than their well-funded competitors
…reached a tipping point where even the most basic utilities now demand a login and a subscription. For those of us maintaining high-performance home labs or managing complex workflows across different…
GitHub Copilot CLI for Beginners: Interactive v. non-interactive mode
…GitHub Copilot CLI GitHub Copilot CLI for Beginners Written by Senior AI Developer Tools Advocate Related posts AI & ML Improving token efficiency in GitHub Agentic Workflows Agentic workflows that run on every…
Last Of Us Team Believed Crunch Necessary For Games At Its ‘Level’
…In an interview with YouTuber Kiwi Talkz , Russell talked about how crunch was ingrained into Naughty Dog’s workflow, especially after the development of the first Last of Us game. Every meeting…
The agentic AI boom is here; operations will decide who wins
…systems can automate multi-step workflows, improve decisions across teams, and reshape how work gets done. As agentic AI takes center stage, adoption has hit a tipping point. Success hinges less on…
Samsung Gallery is ditching OneDrive integration
…It’s a relatively minor change in terms of workflow. Where the Samsung Gallery integration just required a login, OneDrive’s backup requires the login, a dedicated app, and giving Microsoft’s…
I tried replacing Gboard, and this open source keyboard was the only one that impressed me
…With a background in engineering and software development, I tend to go beyond surface-level tips and focus on how features fit into real workflows. Before joining AP, I wrote for tech…