Viewing profile — akshay326

I had one question: when do birds show up at my bird feeder? Setup: Raspberry Pi Zero 2W + USB webcam + Supabase (free tier) + 93 lines of Python that captures a 1280x720 frame eve…

Cloudflare cloned Next.js because the source was right there . Most closed products have 80% of their complexity locked behind auth, encrypted state, and prerequisite flows — you c…

thanks for shipping gepa! read about it today morning, impressed by its prompt optimization results! PS - the github.io link is truncated

> if you're worried the model is reinforcing your biases..... i agree, i don't understand many domains well enough, yet i feel there's value in calling out assumptions, irrespectiv…

> Sometimes I go a step further and ask the question with the opposite bias..... curious to try this have you ever found it biasing you in the opposite direction tho?

wow, i wonder how bulletined & concise the outputs of your prompt might be! have you ever felt this prompt being restrictive in some sense? or found a raw LLM call without this pre…

> Have the model play the Devil's advocate. i've tried this sometimes. only issue being dumb me skipping to add similar phrasing every time i open claude or gemini have you found a…

Ah interesting. i like actor-critic models! do you use it just for coding or non-technical chats too?

Lately i've been experimenting with this template in Claude's default prompt ``` When I ask a question, give me at least two plausible but contrasting perspectives, even if one see…

> There is an angle for doubt, for sorrow, for hate, for joy, for contemplation, and for devotion. I’m so intrigued - what was going on inside Hansen's brain?

Dogs?

way outdated but i mumble a few things every now and then -- https://akshay326.com/

What would you cover not-continuous? Best methods I’ve observed -progressive loading (claude skills) & symbolic search (serena mcp)

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Hi all We just launched a video. It focuses on drafting emails with HITL using Supabase, Gmail and Seer. Curious how are you managing welcome emails at your startup / company / pro…