From Code Complexity Metrics to Program Comprehension
From Code Complexity Metrics to Program Comprehension
May 1, 2023
acm.org
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Part 2 - Claude Code leaked its own source code.
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The Entrepreneurs Page on Instagram: "When Linus Torvalds — the creator of Linux — openly calls one of tech’s oldest performance metrics “completely misleading,” it’s worth pausing. He publicly slammed the idea of judging engineers by how many lines of code they write, pointing out that more lines don’t mean more value — in fact, often the opposite. Counting lines of code (LOC) dates back to early software engineering as a quick way to estimate size, not actual impact. But across the industry, e
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Instagramtheentrepreneurspage
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A Python decorator is all you need to trace LLM apps (open-source).Most LLM evals treat the app like an end-to-end black box.But LLM apps need component-level evals and tracing since the issue can be anywhere inside the box, like the retriever, tool call, or the LLM itself.In DeepEval, you can do that with just 3 lines of code:- Trace individual LLM components (tools, retrievers, generators) with the "@ observe" decorator.- Attach different metrics to each part.- Get a visual breakdown of what’s
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x.comAvi Chawla
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🚨LISTEN : So I went through claude code's leaked source code, found something wild.Anthropic has an "undercover mode" built into claude code.when their employees use claude code to contribute to open-source repos, the AI is explicitly told to hide that it's an AI.from the source:→ never include "Claude Code" in commit messages → never mention you are an AI → no internal model codenames (Capybara, Tengu) → no unreleased version numbers (opus-4-7, sonnet-4-8) → no internal slack channels or proje
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x.comPrasenjit
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> Anthropic pushed a software update at 4AM> a debugging file was accidentally bundled inside> 512,000 lines of proprietary source code. all of it> researcher Chaofan Shou spotted it within minutes> 23 million people saw the thread> entire codebase mirrored across GitHub > Anthropic fired DMCA takedowns at every repo> Korean developer Sigrid Jin woke up at 4AM> most active Claude Code user in the world> 25 billion tokens last year. WSJ reported it> rewrote the entire codebase in Python before su
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