📰 Dev.to · Vikrant Shukla
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⚡ AI Lessons
Dev.to · Vikrant Shukla
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Where AI Coding Is Actually Headed (Not the Hype Version)
The future of AI coding gets discussed in two registers: the utopian one where AI writes all the code...
Dev.to · Vikrant Shukla
1mo ago
How Companies Actually Get Tiered Token Pricing (and Why You Probably Can't Yet)
Everyone in developer tooling knows that the published price isn't the only price. But the mechanics...
Dev.to · Vikrant Shukla
1mo ago
Beyond Pay-Per-Token: How Enterprises Barter Architecture for AI Access
The public pricing page is what most developers see: input tokens, output tokens, price per million,...
Dev.to · Vikrant Shukla
1mo ago
The LLM Code Bugs Nobody Talks About
Every developer I know has a story about AI-generated code that looked completely right and was...
Dev.to · Vikrant Shukla
1mo ago
The Softmax Bottleneck: Why Making LLMs Bigger Doesn't Always Make Them Smarter
When researchers scale a language model — more parameters, more layers, wider hidden dimensions —...
Dev.to · Vikrant Shukla
1mo ago
Lost in the Middle: Why LLMs Quietly Ignore the Centre of Their Own Context Window
Every time you hand a long document to an LLM and ask it to summarise or answer a question, something...
Dev.to · Vikrant Shukla
1mo ago
I built a local proxy to track exact LLM API costs per project
The problem was simple: I run a small software studio that builds client work heavily using Claude....
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