Tootfinder

A Two-Staged LLM-Based Framework for CI/CD Failure Detection and Remediation with Industrial Validation
Weiyuan Xu, Juntao Luo, Tao Huang, Kaixin Sui, Jie Geng, Qijun Ma, Isami Akasaka, Xiaoxue Shi, Jing Tang, Peng Cai
https://arxiv.org/abs/2506.03691

A Two-Staged LLM-Based Framework for CI/CD Failure Detection and Remediation with Industrial Validation
Continuous Integration and Continuous Deployment (CI/CD) pipelines are pivotal to modern software engineering, yet diagnosing and resolving their failures remains a complex and labor-intensive challenge. In this paper, we present LogSage, the first end-to-end LLM-powered framework that performs root cause analysis and solution generation from failed CI/CD pipeline logs. During the root cause analysis stage, LogSage employs a specialized log preprocessing pipeline tailored for LLMs, which extrac…

Columbia failed to meet accreditation standards, US government says (Jasper Ward/Reuters)
https://www.reuters.com/world/us/us-education-department-says-columbia-university-violated-federal-anti-2025-06-04/
http://www.memeorandum.com/250604/p120#a250604p120

"Juuri ne valtiot, joissa tiedepolitiikka on kulkenut tähän vahvemmin ulkoapäin ohjailtuun suuntaan, kuten Unkari ja Yhdysvallat, ovat niitä samoja valtioita, joiden autoritaarista kehitystä kauhistelemme viikoittain."
#politiikka #tiede
Lukijan mielipide | Tieteen tarkoitus ei ole…

Tieteen tarkoitus ei ole miellyttää poliitikkoja
Vaatimus siitä, että tieteen pitäisi perustella tärkeytensä jollekin ulkopuoliselle taholle, ei kannusta riippumattomuuteen.

fftvis: A Non-Uniform Fast Fourier Transform Based Interferometric Visibility Simulator
Tyler A. Cox, Steven G. Murray, Aaron R. Parsons, Joshua S. Dillon, Kartik Mandar, Zachary E. Martinot, Robert Pascua, Piyanat Kittiwisit, James E. Aguirre
#toXiv_bot_toot

Weekend Reads
* A new RPKI design https://arxiv.org/abs/2507.01465
* Finding New IP KVMs https://www.runzero.com/blog/oob-p1-ip-kvm/

A new efficient RPKI Design
Resource Public Key Infrastructure (RPKI) is a critical security mechanism for BGP, but the complexity of its architecture is a growing concern as its adoption scales. Current RPKI design heavily reuses legacy PKI components, such as X.509 EE-certificates, ASN.1 encoding, and XML-based repository protocols, all these introduce excessive cryptographic validation, redundant metadata, and inefficiencies in both storage and processing. We show that these design choices, although based on establishe…

My latest public writing addresses the German Constitutional Protection Office's finding of right-extremism in the AfD party. There is also a German version of my post.
#politics #AfD #Germany

Validating viewpoints by popularity
Response to supporters of Germany's AfD party

Day 3 1/2
TL;DR:
Added global `ValidationPipe` and unified `AllExceptionsFilter` in NestJS. API errors now follow a consistent format: `{ statusCode, error, message, code, details }`.
Today’s work focused on:
1. Standardizing input validation and error handling in the backend of the insurance sales network management system (NestJS, TypeScript, ESM, Turbo monorepo).
- Enabled global `ValidationPipe` with: `whitelist`, `forbidNonWhitelisted`, `transform`, `enableI…

Looking for Attention: Randomized Attention Test Design for Validator Monitoring in Optimistic Rollups
Suhyeon Lee
https://arxiv.org/abs/2505.24393 https:/…

Looking for Attention: Randomized Attention Test Design for Validator Monitoring in Optimistic Rollups
Optimistic Rollups (ORUs) significantly enhance blockchain scalability but inherently suffer from the verifier's dilemma, particularly concerning validator attentiveness. Current systems lack mechanisms to proactively ensure validators are diligently monitoring L2 state transitions, creating a vulnerability where fraudulent states could be finalized. This paper introduces the Randomized Attention Test (RAT), a novel L1-based protocol designed to probabilistically challenge validators in ORUs, t…

My latest public writing addresses the German Constitutional Protection Office's finding of right-extremism in the AfD party. There is also a German version of my post.
#politics #AfD #Germany

Validating viewpoints by popularity
Response to supporters of Germany's AfD party