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I’m a writer who loves turning everyday observations, big ideas, and unexpected moments into stories people actually want to read. As a Writer at Saturday Night Network, I bring curiosity, creativity, and a sharp sense of storytelling to everything I put on the page.

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Building a feature-rich Mac app is one thing. Keeping it lightweight is another.

One thing we've been focusing on while building Dots is performance.

Dots turns your Mac's notch into a customizable workspace, where you can access apps, websites, shortcuts, and even developer tools.

But here's something we've been thinking about: what's the point of building a productivity app if it ends up slowing down your Mac?

Radar is back on Product Hunt today: AI investigations for Kubernetes

Hi everyone, Roy here, one of Radar's makers.

We first launched here in May, and since then Radar has been installed more than 25,000 times. Today we're back with AI investigations: click Investigate on a failing Kubernetes workload and the agent you already use (Claude Code, Codex, Cursor or OpenCode) digs in, read-only, and comes back with its findings and the evidence behind them. Our upgraded MCP server gives any agent the same view of your cluster.

Multi-agent systems: debugging nightmare or real architecture?

Single agents are manageable. The moment agents start handing work to each other, failures stop being traceable. One bad output becomes the next agent s trusted input, and the break shows up far from where it started.
If you ve got a multi-agent system running reliably in production, what made it work? Narrower tool scopes, strict handoff rules, better tracing, fewer agents?

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