Alright, bot engineers! Tom Lin here, fresh off a surprisingly intense debugging session that involved a rogue gripper arm and a very confused automated coffee maker. The coffee maker is fine, thanks for asking. The gripper arm… well, let’s just say it’s been reassigned to a less critical role for now.

Today, I want to

Let’s Cut the Crap: My Experience with Deployment Woes
I’ve been at this for over a decade. And if there’s one thing that keeps me awake past midnight, it’s deployments. You tweak your bot, run tests, everything screams “perfect,” but then that dreaded server issue pops up. If you’ve been there, you know the sheer

Hey there, Botclaw fam! Tom Lin here, back from what felt like a week-long debugging session that turned into an existential crisis about the meaning of a properly deployed bot. But hey, that’s just another Tuesday in our world, right?

Today, I want to talk about something that’s been gnawing at me, something I’ve seen

A practical guide to bot monitoring and observability covering metrics, logs, traces, alerting, and infrastructure tips for production bots.

Hey everyone, Tom Lin here, back at botclaw.net. It’s mid-March 2026, and if you’re like me, you’re probably neck-deep in some interesting bot projects. The industry is buzzing, and honestly, it feels like every other week there’s a new framework or a new security vulnerability making headlines. Today, I want to talk about something that’s

Here’s the thing: Few things make me want to throw my keyboard out the window more than vague error logs. If you’ve ever been on call at 3 AM, eyes blurry, debugging a production issue because a bot decided to crash, you know what I mean. Nothing screams “waste of time” like error

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