@robocell

Architect & Engineering Lead @ThisDotLabs, podcaster, father, runner, gamer. Passionate about web dev and mentoring developers! Framework polyglot. Let's talk!

 Apex, NC
Joined June 2009
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  • Followers1.5K
Companies claim that layoffs are due to locked-in AI efficiencies that led to idleness. Instead, it’s usually driven by trying to mitigate AI spend and hope efficiencies help those remaining cover gaps before it all crashes. Like a pilot pulling up on the stick during a stall.
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Thanks for putting this lunch together @JakeDohm! It was such a good time! @xirclebox, @BekahHW, @robocell, @TasonJorres, @bencodezen, @amyegan, @tdesseyn, @patrickhmaciel, @johnnyhawley #allthingsopen
Roxy Rodbeck
@RoxanaCodesOct 19
Hey ohhh! We just found out it was @kentcdodds’s birthday yesterday! HAPPY BELATED BIRTHDAAAYYY! #allthingsopen
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Rob Ocel retweeted
BekahHW
@BekahHWOct 20
Replying to @robocell
The first time I fine-tuned a model was to my help kid with a science fair project to use an image model to classify cereal or marshmallows a handful of years ago. You just have to decide what your marshmallow is.
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Finishing off #ato2026 strong with @BekahHW talking about training your own AI coding model!
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This was an “a ha” moment. You don’t fine tune to do less bad stuff. You fine tune to define and reinforce *positive behaviors*. You are teaching and creating the behaviors you want to see rather than micromanaging the particular outcomes you want. #ato2026
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There was so much information about how to define you base evals, judgement matrix, data pipelines, and how to trigger the actual fine tuning. Definitely check out @BekahHW blog about it! #ato2026 papercompute.com/blog/a-begi…
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“Is having a LinkedIn even important for the job search?”
taylor desseyn
@tdesseynOct 20
no context conference pics
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So glad to have a chance to catch the epic @TasonJorres giving his amazing Mister Torres Neighborhood talk about “When Information Isn’t Enough”. This is an experience you have to feel in person. #ato2026
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Very excited for this presentation from Arianna Haradon from GitLab at #ato2026, about building engaged communities with gamification and better user experiences!
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People love climbing a ladder! Make sure your games have real prizes. You can let people have more merge privileges, real life swag prizes, or even valuable licenses! It starts with. Ashes and leaderboards but shouldn’t stop there! #ato2026
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As you introduce gamification, be aware that you’ll start to have players metagaming your system as well. Make sure to build in moderation systems and ways to discourage and address abuse cases to stop your system from collapsing! #ato2026
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Heading towards lunch at #ato2026 and now we’re learning how the Kiro team built a factory with Kiro Crew that helps them ship 1000 PRs in a week, with Kyle Seaman and Joe Guo!
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We’ve all felt this happen. As agentic use grows, the sense that humans are the bottleneck grows with it. Maturity is learning how to clear this bottleneck without sacrificing quality. #ato2026
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I loved this display of team maturity and what your next step towards the next level is. Take it one step at a time to make sure results are sustainable and systems remain affordable and maintainable. Then you can have more parallel agents working per person! #ato2026
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Next up at #ato2026, we’re talking agentic memory! Getting really nerdy talking about building agents with @seldo !
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There were so many tips from @seldo in this talk about building agentic memory systems. What stuck out to me is how often, for some use cases, simple and dumb was reasonably close in accuracy and far better in cost and consistency. #ato2026
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This is an #ato2026 talk where you’ll want to read the corresponding blog as well! Check out @seldo lessons building agentic memory at: arize.com/blog/alyx-agent-lo…
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