CODE

Coding Agents Cost Analysis Weekly Spending ROI Assessment

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09 July 2025 20h24

Trying to see something… How much have you spent on coding agents in the last week? And how 'worth it' has that spend been for you?

→ View original post on X — @jxmnop

Causal Masking: The Unsung Hero Behind Transformer Success

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@jxmnop

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09 July 2025 19h33

an unsung hero of the Transformer's success is not the attention mechanism per se, but *causal masking* it let us simplify two for loops to just one: > RNN
for t in [1..S]: for i in [1..L]: x[t], h = layers[i](x[t], h) > transformer for i in [1..L]: x = layers[i](x)

→ View original post on X — @skirano

Anthropic Models Transform Mid-Senior Level Designer Pipeline

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@skirano

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09 July 2025 18h51

It's just our own canvas, no Tldraw, and we do use Anthropic models! Although we have a very specific pipeline that turns these models into a mid/senior-level designer.

Using Browser Validation with Cline for Code Review

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09 July 2025 18h51

Bonus: if you’re using @cline and there’s frontend you can use to validate, add to the end of the prompt: “In addition to reviewing the code, use the browser as well to review your changes.”

Improve Coding Agents with Verification Prompts

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09 July 2025 18h37

Here's a trick that helps improve results when working with coding agents: After the system finishes writing code, ask: "I want you to go through each change you made and cross-check it against my prompts. Did you do everything perfectly? Have you made any mistakes?"

Developers Switching from Cursor to Cline AI Tool

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09 July 2025 18h14

I've been telling people to switch from Cursor to @cline for months now… crazy how much drama it takes to actually get people to try something new!

→ View original post on X — @jxmnop

One Code Line Reduces PyTorch Downloads by 400MB

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@jxmnop

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09 July 2025 18h12

one line of code just reduced pytorch download sizes by 400MB . for literally everyone lol so much low hanging fruit when you pay this much attention to detail