Keith Williams @keithwillcode
Head of Engineering @calcom linkedin.com/in/keithwillco… Earth Joined January 2011-
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What's the new joke for "that'll take 2 weeks" in software estimations? "I can one-shot it"? Do you even do estimates any more? (slightly rhetorical but I'm curious)
@Hemanth_1321 Yikes. Thanks for the shout. We’ll look.
Funny thing about posting is I have around 450 followers. But an engineer on my team referenced a post, and someone I hadn't spoken to in years reached out to reconnect over managing engineers with AI. I was reluctant to start posting more content but this is why I started. If I can positively influence even a small amount of people, that’s a great outcome.
@flimflamlite What a great way to say it.
Have seen quite a few people say, “it was never about coding”. For some of us, yes it was. We viewed it as a craft. Those days are gone but if it was about coding for you too, don’t be afraid to say so.
Google open-sourced AX, their agentic orchestrator. first impression: it feels like kubernetes for agent executions. check it out - github.com/google/ax
The goal isn't to resist AI or use it recklessly. It's to build the systems that let teams trust it. Combine AI-first workflows with clear policies, automated testing, and human oversight where it matters, and you get speed without chaos.
I went full digital nomad in 2017 thinking remote work would be easy. The first year taught me otherwise. Time zones, no routine, and working somewhere you barely speak the language forces you to build better habits. Turns out those habits became useful leading global teams.
Many engineers over-engineer too soon. They'll make one function the most performant thing on earth because it's fun, not because it's needed. But the other extreme is shipping slop. So make sure you make small checks along the way, don’t go overboard from day one.
AI is changing software engineering from solving every low-level complexity by hand to focusing more on what we can actually create. The real opportunity isn't building faster just to ship more. It's using that newfound speed to build better systems, better products, and ultimately better outcomes for people.
Best leadership question I've heard: What's the one decision you can make that makes a thousand decisions? That's the whole job now. I'm pulling out of the day-to-day code so I can think 6 and 12 months out instead of fixing what my team is already handling.
Made a fun visualization of our @calcom engineering team's PR interactions.
The hardest feedback conversations become easier when you lead with facts instead of assumptions. Give feedback early and often, use data to remove subjectivity, and then create space to understand the context behind the numbers, because honest conversations work best when they're grounded in reality.
Today we had degraded service for ~38 minutes due to a bad query counting inefficiently against a table with tens of millions of records in it. Sincere apologies for the disruption. Our internal processes for reviewing and testing these queries clearly need work. We are on it.
"Someone could one-shot @calcom tomorrow." Ok, but do you want to run it? Support 10 million users? Acquiring 10 million users in the first place? Handle everything that breaks? There’s a very good reason many companies pay for SaaS.
Managing 17 engineers across time zones means engaging with folks all throughout the day. My job is to make sure the right people have context so decisions get made. Holding decisions hostage to your own comprehension is egotistical and expensive.
Cultural awareness is knowing that communication styles differ. Cultural intelligence is noticing someone’s silence might mean disagreement, not agreement, and adjusting in the moment, especially for global teams like ours is wildly important.
My prediction is that teams adopting AI without improving code review will hit maintenance problems they didn’t see coming. Yes, the productivity gains are legit, but so is the debt, it’s just harder to see upfront. There’s no excuse for lacking judgment in this environment.
Hiring 2 more IC4 engineers into our Foundation team. Contact me if you want to apply. cal.com/jobs/ic4-senio…
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