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How we exploited CodeRabbit: From simple PR to RCE and write access on 1M repos(research.kudelskisecurity.com)
657 points by spiridow | 219 comments
Kudelski Security research post describing how a pull request to CodeRabbit led to remote code execution and write access to about one million repositories.
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What every developer should know about GPU computing(codeconfessions.substack.com)
422 points by Anon84 | 149 comments
A Substack primer by Abhinav Upadhyay explaining GPU architecture and computing concepts for software developers familiar mainly with CPUs.
3,200% CPU Utilization(josephmate.github.io)
470 points by atomlib | 207 comments
Blog post debugging a Java service hitting 3,200% CPU across 32 cores, traced via thread dumps to concurrent unsynchronized TreeMap.put calls.
Show HN: JevBench, a reproducible benchmark for typed decision models(benchmarkheaven.com)
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Benchmark Heaven's JevBench v1.3.0 leaderboard page ranking 52 Jev-class typed decision models on intelligence, calibration, speed and cost across 534 decisions.
AI will make formal verification go mainstream(martin.kleppmann.com)
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Martin Kleppmann blog post predicting that AI will bring formal verification with proof assistants like Rocq, Isabelle and Lean into mainstream software engineering.
Alonzo Church: Architect of computer intelligence(onepercentrule.substack.com)
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A Substack essay profiling logician Alonzo Church and his solution to the Entscheidungsproblem as a foundational contribution to computer science.
Stealing Reasoning Traces from Proprietary LLM APIs(stolen-thoughts.com)
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Project page for a research paper on extracting hidden reasoning traces from proprietary LLM APIs, by authors from MATS, ELLIS, Max Planck and Tübingen.