Jodie Burchell π¦πΊπ©πͺ
t_redactyl@fosstodon.org
<p>Former clinical psychologist, current data scientist. Developer π₯ at JetBrains. Loves data, cats and dinosaurs. Opinions are my own.</p>
Posts
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Post #3877558
As I&#39;ve been discussing for some time now, AI agents are here to stay. But have they actually gotten better in the past year? And are the underlying LLMs still improving, or is it a matter of more thoughtful applications? If you&#39;re curious about the current state of AI agents, LLMs, and the rest of the buzzword soup, my friend @digiglean kindly had me back on the @realpython podcast to discuss where we&#39;re up to in AI in early 2026. Check it out here: https://realpython...
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Post #1093833
I realised in all the madness of Python Unplugged, I forgot to share the amazing #Python themed nails my artist did for me ππ
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Post #1093832
Are we on the edge of AGI, or another AI winter instead? What is the difference between AI and older forms of data science and machine learning? And how useful are AI coding tools? If you&#39;re curious about the answers to any of these questions, and more, make sure to catch the chat between myself and the fabulous Michelle Frost which on GOTO Conferences. We try to give a grounded take on the current state of AI and cut through the noise and hype. https://www.youtube.com/watch?v=p-R7Doig...
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Post #1093831
We&#39;re entering the final stretch of collecting responses for the 2026 Python Developers Survey! π π If you want to add your voice and help shape the future of Python, make sure you complete it soon. It only takes 10-15 minutes, and you can have a chance to win a US$100 Amazon gift voucher. Complete it here: https://surveys.jetbrains.com/s3/python-developers-survey-2026
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Post #629444
Looking for a present for that hard-to-buy-for developer in your life? JetBrains now has its own ugly Christmas jumper, just in time for the holidays. I may have already bought one for my husband π€ https://www.jetbrainsmerchandise.com/christmas-jumper.html
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Post #629443
Our PyCharm Reddit AMA starts in just 15 minutes! Come over to ask any questions about PyCharm, our planned features or any feedback you want to give us! https://www.reddit.com/r/Jetbrains/comments/1pd9yo5/ask_me_anything_with_the_pycharm_team_december_9/
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Post #629442
New year ... new website! My personal blog hit its 10th anniversary last year, and it felt like a good time to give it a makeover. Check it out if you&#39;d like to learn more about data science, machine learning and LLMs, or just see what I&#39;ve been up to lately! https://t-redactyl.io/
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Post #629441
Have you ever looked at the impressive results that LLMs get on benchmarks or difficult exams and wondered if these results are everything they seem? Some of these are due to something called data leakage, where assessments leak into the training data and the models memorise the answers. If you&#39;d like to learn more about how this classic pitfall of machine learning calls many of the results we see on LLM performance into question, check out my latest blog post. https://t-redactyl.io/po...
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Post #629440
After 10 years in data science, I&#39;ve completely lost the ability to correctly spell &quot;jupiter&quot; on the first go.
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Post #629439
RE: https://fosstodon.org/@ThePSF/115961682183573060 If you can spare the time, please fill out the survey - it really helps the Python community :ablobcatheartsqueeze:
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Post #629438
I&#39;m sure looking forward to supporting BEST TEAM! They&#39;re my favourite team in SPORT!
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Post #629435
With all of this talk about AI agents, you might have thought about building one yourself. But getting started can be overwhelming: the non-deterministic workflows feel bewildering, documentation may not be clear, and examples you look at magic away the details. If you want an approachable way to get started, I&#39;ve put together a step-by-step tutorial which explains how to build every component in a ReAct agent using LangGraph. Check it out on the PyCharm channel now!
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Post #629434
Now that I&#39;m a team lead, Slack&#39;s &quot;remind me&quot; feature has become my new best friend π«
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Post #570300
With less than a week until Python Unplugged on PyTV, I got into the 90&#39;s spirit with my fellow hosts @cheukting_ho and Will Vincent to discuss what our favourite fashion from the time was. (Please don&#39;t judge mine too much, I was a teenager at the time!) What was your favourite bit of 90&#39;s fashion? π‘