Prashant @capeandcode
Building AI systems pretending I’m still in control. Senior Data Scientist @fractalai github.com/hashbanger Joined January 2018-
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Current client wants us building cutting-edge products with GPT, MCP, all the good stuff. Their production environment? No Python deployment allowed. Everything must be rewritten in Java. 🫠
Prompt Chaining ⛓️💥
Asking an LLM for a “confidence score” doesn’t give you confidence, or a score. It just spits out a number that looks like one. If you want reliability, you need calibration — not vibes. *Makes me cringe every time someone asks me to implement this*
Read this by @JayAlammar if you want to get up to speed on LLMs—especially useful when preparing for GenAI interviews.
I'll be sharing my screen this Friday to help you understand how you can build your first AI agent using Google's ADK. I'll do it at 10 am EST. This is a free Google Meet that anyone can join. I hope the session to be around 1 hour, but I know it will go for 2 - 3 hours like…
It genuinely astounded me too how challenging it is for AI to generate images of individuals writing with their left hand.
Every once in a while, I crave going to the office but the monstrous traffic in India during commute and the hours wasted make me frustrated so much.
Every once in a while, I crave going to the office but the monstrous traffic in India during commute and the hours wasted make me frustrated so much.
I was at home missing my monitor setup, so I hooked up the Mac to a 2012 VGA display. Looks terrible, but the soft bloom on the screen feels strangely nostalgic. ✨
Vibe-coding feels like magic. Until you're the one cleaning up the magic later.
GPT-5 is here. Rolling out to everyone starting today. openai.com/gpt-5/
First time in my career I’m working in a project environment where I am neither enjoying my work nor motivated to start the day. Why? • Crawling through a sluggish VDI • No access to LLM tools • Stuck without VS Code • Endless planning & status updates
I’m working on a project for a healthcare client in which they want to use cutting edge LLM features. However, they’ve blocked the websites for ChatGPT, Gemini, and Claude due to security concerns in their environment.

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