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Miguel Afonso CaetanoDo AI models help produce verified bug fixes?"Abstract: Among areas of software engineering where AI techniques — particularly, Large Language Models — seem poised to yield dramatic improvements, an attractive candidate is Automatic Program Repair (APR), the production of satisfactory corrections to software bugs. Does this expectation materialize in practice? How do we find out, making sure that proposed corrections actually work? If programmers have access to LLMs, how do they actually use them to complement their own skills? To answer these questions, we took advantage of the availability of a program-proving environment, which formally determines the correctness of proposed fixes, to conduct a study of program debugging with two randomly assigned groups of programmers, one with access to LLMs and the other without, both validating their answers through the proof tools. The methodology relied on a division into general research questions (Goals in the GoalQuery-Metric approach), specific elements admitting specific answers (Queries), and measurements supporting these answers (Metrics). While applied so far to a limited sample size, the results are a first step towards delineating a proper role for AI and LLMs in providing guaranteed-correct fixes to program bugs. These results caused surprise as compared to what one might expect from the use of AI for debugging and APR. The contributions also include: a detailed methodology for experiments in the use of LLMs for debugging, which other projects can reuse; a finegrain analysis of programmer behavior, made possible by the use of full-session recording; a definition of patterns of use of LLMs, with 7 distinct categories; and validated advice for getting the best of LLMs for debugging and Automatic Program Repair"<a href="https://www.arxiv.org/abs/2507.15822" rel="nofollow noopener" translate="no" target="_blank">https://www.arxiv.org/abs/2507.15822</a><a href="https://tldr.nettime.org/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://tldr.nettime.org/tags/GenerativeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GenerativeAI</a> <a href="https://tldr.nettime.org/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLMs</a> <a href="https://tldr.nettime.org/tags/Debugging" class="mention hashtag" rel="nofollow noopener" target="_blank">#Debugging</a> <a href="https://tldr.nettime.org/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#Programming</a> <a href="https://tldr.nettime.org/tags/APR" class="mention hashtag" rel="nofollow noopener" target="_blank">#APR</a> <a href="https://tldr.nettime.org/tags/SoftwareDevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#SoftwareDevelopment</a> <a href="https://tldr.nettime.org/tags/SoftwareBugs" class="mention hashtag" rel="nofollow noopener" target="_blank">#SoftwareBugs</a>

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BloognooRepeat builds debugging a build failure 25 minutes in to a 35 minute build are getting to me... 'It's not the despair, Laura. I can take the despair. It's the hope I can't stand.'<a href="https://retro.pizza/tags/debugging" class="mention hashtag" rel="nofollow noopener" target="_blank">#debugging</a> <a href="https://retro.pizza/tags/longbuilds" class="mention hashtag" rel="nofollow noopener" target="_blank">#longbuilds</a> <a href="https://retro.pizza/tags/JohnCleese" class="mention hashtag" rel="nofollow noopener" target="_blank">#JohnCleese</a> <a href="https://retro.pizza/tags/BrianStimpson" class="mention hashtag" rel="nofollow noopener" target="_blank">#BrianStimpson</a> <a href="https://retro.pizza/tags/Clockwise" class="mention hashtag" rel="nofollow noopener" target="_blank">#Clockwise</a>

heise DeveloperNeu in .NET 9.0 [31]: Verbesserte Ausgabe bei Debug.Assert()Beim Fehlschlagen der übergebenen Bedingung zeigt .NET 9.0 diese in der Ausgabe komplett an. <a href="https://www.heise.de/blog/Neu-in-NET-9-0-31-Verbesserte-Ausgabe-bei-Debug-Assert-10499888.html?wt_mc=sm.red.ho.mastodon.mastodon.md_beitraege.md_beitraege&utm_source=mastodon" rel="nofollow noopener" translate="no" target="_blank">https://www.heise.de/blog/Neu-in-NET-9-0-31-Verbesserte-Ausgabe-bei-Debug-Assert-10499888.html?wt_mc=sm.red.ho.mastodon.mastodon.md_beitraege.md_beitraege&utm_source=mastodon</a><a href="https://social.heise.de/tags/NET" class="mention hashtag" rel="nofollow noopener" target="_blank">#NET</a> <a href="https://social.heise.de/tags/C" class="mention hashtag" rel="nofollow noopener" target="_blank">#C</a> <a href="https://social.heise.de/tags/Debugging" class="mention hashtag" rel="nofollow noopener" target="_blank">#Debugging</a> <a href="https://social.heise.de/tags/IT" class="mention hashtag" rel="nofollow noopener" target="_blank">#IT</a> <a href="https://social.heise.de/tags/Microsoft" class="mention hashtag" rel="nofollow noopener" target="_blank">#Microsoft</a> <a href="https://social.heise.de/tags/news" class="mention hashtag" rel="nofollow noopener" target="_blank">#news</a>

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JavaJobs <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/CSS" target="_blank">#CSS</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Debugging" target="_blank">#Debugging</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Java" target="_blank">#Java</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/JavaScript" target="_blank">#JavaScript</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/jQuery" target="_blank">#jQuery</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags//" target="_blank">#/</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Prototype" target="_blank">#Prototype</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/PHP" target="_blank">#PHP</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Scripting" target="_blank">#Scripting</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Web" target="_blank">#Web</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Development" target="_blank">#Development</a> <a href="https://www.freelancer.com/projects/debugging/Urgent-JavaScript-Developer-Needed-Now.html" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=JavaJobs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=QRoB05F62wTLPdNtVvRBwGOjnLE&interestId=JavaJobs" rel="nofollow noopener" target="_blank">Match</a>

PostgreSQL <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/AngularJS" target="_blank">#AngularJS</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/API" target="_blank">#API</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Integration" target="_blank">#Integration</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Debugging" target="_blank">#Debugging</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Frontend" target="_blank">#Frontend</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Development" target="_blank">#Development</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/JavaScript" target="_blank">#JavaScript</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/MySQL" target="_blank">#MySQL</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/OpenAI" target="_blank">#OpenAI</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Payment" target="_blank">#Payment</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Gateway" target="_blank">#Gateway</a> <a href="https://www.freelancer.com/projects/openai/Fix-Bugs-Modern-Web-Application.html" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=PostgreSQL" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=9s7b2z9d8PDfZ6dcX1CwXUk6AVc&interestId=PostgreSQL" rel="nofollow noopener" target="_blank">Match</a>

Mark DownieA post from the archive 📫: Debugger Text Visualizer<a href="https://www.poppastring.com/blog/debugger-text-visualizer" rel="nofollow noopener" translate="no" target="_blank">https://www.poppastring.com/blog/debugger-text-visualizer</a> <a href="https://dotnet.social/tags/visualstudio" class="mention hashtag" rel="nofollow noopener" target="_blank">#visualstudio</a> <a href="https://dotnet.social/tags/debugging" class="mention hashtag" rel="nofollow noopener" target="_blank">#debugging</a>

Dendrobatus AzureusI have an update on this connection / card. There was an accounting database conflict with the GSM SIM card. It was in two databases making internet request Operations impossible.The same young woman who gave me the SIM card worked on a smooth fix.<a href="https://mastodon.bsd.cafe/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#Programming</a> <a href="https://mastodon.bsd.cafe/tags/GSM" class="mention hashtag" rel="nofollow noopener" target="_blank">#GSM</a> <a href="https://mastodon.bsd.cafe/tags/cross" class="mention hashtag" rel="nofollow noopener" target="_blank">#cross</a> <a href="https://mastodon.bsd.cafe/tags/database" class="mention hashtag" rel="nofollow noopener" target="_blank">#database</a> <a href="https://mastodon.bsd.cafe/tags/debug" class="mention hashtag" rel="nofollow noopener" target="_blank">#debug</a> <a href="https://mastodon.bsd.cafe/tags/debugging" class="mention hashtag" rel="nofollow noopener" target="_blank">#debugging</a> <a href="https://mastodon.bsd.cafe/tags/conflict" class="mention hashtag" rel="nofollow noopener" target="_blank">#conflict</a> <a href="https://mastodon.bsd.cafe/tags/ISP" class="mention hashtag" rel="nofollow noopener" target="_blank">#ISP</a> <a href="https://mastodon.bsd.cafe/tags/wonderful" class="mention hashtag" rel="nofollow noopener" target="_blank">#wonderful</a> <a href="https://mastodon.bsd.cafe/@Dendrobatus_Azureus/114853896540059194" rel="nofollow noopener" translate="no" target="_blank">https://mastodon.bsd.cafe/@Dendrobatus_Azureus/114853896540059194</a>

CubeRootOfTrueI can spend 5 minutes trying to open a lock the clever way, with a hook, and failing, and then I use a wave rake and get the lock open in 15 seconds. It is *infuriating*.I usually debug code line by line, but when I do use fuzzing, I call it a "genetic algorithm".Lol, mutators for the win. Yes! It's true! Random evolution will find the solution in an hour while you can spend days trying to find it by being "clever".<a href="https://mathstodon.xyz/tags/lockpicking" class="mention hashtag" rel="nofollow noopener" target="_blank">#lockpicking</a> <a href="https://mathstodon.xyz/tags/debugging" class="mention hashtag" rel="nofollow noopener" target="_blank">#debugging</a> <a href="https://mathstodon.xyz/tags/mutation" class="mention hashtag" rel="nofollow noopener" target="_blank">#mutation</a>

Callidus2000New Powershell Module "ContextCache"🔄 Need to access local variables from a PowerShell function without entering a debugging session? ContextCache lets you save & restore all local vars at any point in the same terminal. Perfect for ad-hoc testing & step-tracing! 📦 <a href="https://github.com/Callidus2000/ContextCache" rel="nofollow noopener" translate="no" target="_blank">https://github.com/Callidus2000/ContextCache</a> <a href="https://ruhr.social/tags/PowerShell" class="mention hashtag" rel="nofollow noopener" target="_blank">#PowerShell</a> <a href="https://ruhr.social/tags/Debugging" class="mention hashtag" rel="nofollow noopener" target="_blank">#Debugging</a>

dorotaCWeirdest <a href="https://fosstodon.org/tags/bug" class="mention hashtag" rel="nofollow noopener" target="_blank">#bug</a> ever.I have <a href="https://fosstodon.org/tags/podman" class="mention hashtag" rel="nofollow noopener" target="_blank">#podman</a> with an open shell sitting in the background. Every couple of hours, it jumps to 100% CPU for absolutely no reason. Even when the screen is locked and I'm away.Until I press enter in the shell.I've never seen a shell come to life for absolutely no reason before. I'm not even sure how I'd start <a href="https://fosstodon.org/tags/debugging" class="mention hashtag" rel="nofollow noopener" target="_blank">#debugging</a> it.<a href="https://fosstodon.org/tags/linux" class="mention hashtag" rel="nofollow noopener" target="_blank">#linux</a> <a href="https://fosstodon.org/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#opensource</a> <a href="https://fosstodon.org/tags/fedora" class="mention hashtag" rel="nofollow noopener" target="_blank">#fedora</a> <a href="https://fosstodon.org/tags/bash" class="mention hashtag" rel="nofollow noopener" target="_blank">#bash</a>

FunctionalProgramming <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Automation" target="_blank">#Automation</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Control" target="_blank">#Control</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Engineering" target="_blank">#Engineering</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Debugging" target="_blank">#Debugging</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Electrical" target="_blank">#Electrical</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Engineering" target="_blank">#Engineering</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/PLC" target="_blank">#PLC</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/PLC" target="_blank">#PLC</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/&" target="_blank">#&</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/SCADA" target="_blank">#SCADA</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Process" target="_blank">#Process</a> <a href="https://www.freelancer.com/projects/troubleshooting/RSLogix-Conveyor-Programmer.html" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=FunctionalProgramming" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=KiMla7Zhd2efBAv8Q2IdbueJwcy&interestId=FunctionalProgramming" rel="nofollow noopener" target="_blank">Match</a>

Klaus Aschenbrenner[Blog] Building a VS Code Debugging Workflow for a Custom x64 Operating System with QEMU and GDB: <a href="https://www.sqlpassion.at/archive/2025/07/22/building-a-vs-code-debugging-workflow-for-a-custom-x64-operating-system-with-qemu-and-gdb/" rel="nofollow noopener" translate="no" target="_blank">https://www.sqlpassion.at/archive/2025/07/22/building-a-vs-code-debugging-workflow-for-a-custom-x64-operating-system-with-qemu-and-gdb/</a> <a href="https://mas.to/tags/osdev" class="mention hashtag" rel="nofollow noopener" target="_blank">#osdev</a> <a href="https://mas.to/tags/computerscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#computerscience</a> <a href="https://mas.to/tags/vscode" class="mention hashtag" rel="nofollow noopener" target="_blank">#vscode</a> <a href="https://mas.to/tags/gdb" class="mention hashtag" rel="nofollow noopener" target="_blank">#gdb</a> <a href="https://mas.to/tags/debugging" class="mention hashtag" rel="nofollow noopener" target="_blank">#debugging</a>

Itanglese e forestierismiDa Associazione per l'Italiano <a href="https://www.instagram.com/p/DMYK1QhqLUJ/" rel="nofollow noopener" translate="no" target="_blank">https://www.instagram.com/p/DMYK1QhqLUJ/</a> L'anglicismo «bug» ha un simpatico calco in italiano. Ne parliamo nella scheda di oggi.<a href="https://sites.google.com/view/associazioneperlitaliano/raccomandazioni/schede-brevi/2025/baco-italiano-per-bug" rel="nofollow noopener" translate="no" target="_blank">https://sites.google.com/view/associazioneperlitaliano/raccomandazioni/schede-brevi/2025/baco-italiano-per-bug</a><a href="https://mastodon.uno/tags/bug" class="mention hashtag" rel="nofollow noopener" target="_blank">#bug</a> <a href="https://mastodon.uno/tags/baco" class="mention hashtag" rel="nofollow noopener" target="_blank">#baco</a> <a href="https://mastodon.uno/tags/bugged" class="mention hashtag" rel="nofollow noopener" target="_blank">#bugged</a> <a href="https://mastodon.uno/tags/debug" class="mention hashtag" rel="nofollow noopener" target="_blank">#debug</a> <a href="https://mastodon.uno/tags/debuggare" class="mention hashtag" rel="nofollow noopener" target="_blank">#debuggare</a> <a href="https://mastodon.uno/tags/debugging" class="mention hashtag" rel="nofollow noopener" target="_blank">#debugging</a> <a href="https://mastodon.uno/tags/debugger" class="mention hashtag" rel="nofollow noopener" target="_blank">#debugger</a> <a href="https://mastodon.uno/tags/bacato" class="mention hashtag" rel="nofollow noopener" target="_blank">#bacato</a> <a href="https://mastodon.uno/tags/sbacare" class="mention hashtag" rel="nofollow noopener" target="_blank">#sbacare</a> <a href="https://mastodon.uno/tags/sbacatura" class="mention hashtag" rel="nofollow noopener" target="_blank">#sbacatura</a> <a href="https://mastodon.uno/tags/sbacatore" class="mention hashtag" rel="nofollow noopener" target="_blank">#sbacatore</a> <a href="https://mastodon.uno/tags/informatica" class="mention hashtag" rel="nofollow noopener" target="_blank">#informatica</a> <a href="https://mastodon.uno/tags/programmazione" class="mention hashtag" rel="nofollow noopener" target="_blank">#programmazione</a> <a href="https://mastodon.uno/tags/anglicismi" class="mention hashtag" rel="nofollow noopener" target="_blank">#anglicismi</a> <a href="https://mastodon.uno/tags/interlinguistica" class="mention hashtag" rel="nofollow noopener" target="_blank">#interlinguistica</a> <a href="https://mastodon.uno/tags/linguistica" class="mention hashtag" rel="nofollow noopener" target="_blank">#linguistica</a> <a href="https://mastodon.uno/tags/traduzione" class="mention hashtag" rel="nofollow noopener" target="_blank">#traduzione</a> <a href="https://mastodon.uno/tags/forestierismigrat" class="mention hashtag" rel="nofollow noopener" target="_blank">#forestierismigrat</a>

Hacker NewsDebugging Bash Like a Sire<a href="https://blog.brujordet.no/post/bash/debugging_bash_like_a_sire/" rel="nofollow noopener" translate="no" target="_blank">https://blog.brujordet.no/post/bash/debugging_bash_like_a_sire/</a><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#HackerNews</a> <a href="https://mastodon.social/tags/Debugging" class="mention hashtag" rel="nofollow noopener" target="_blank">#Debugging</a> <a href="https://mastodon.social/tags/Bash" class="mention hashtag" rel="nofollow noopener" target="_blank">#Bash</a> <a href="https://mastodon.social/tags/Bash" class="mention hashtag" rel="nofollow noopener" target="_blank">#Bash</a> <a href="https://mastodon.social/tags/Scripting" class="mention hashtag" rel="nofollow noopener" target="_blank">#Scripting</a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#Programming</a> <a href="https://mastodon.social/tags/Tips" class="mention hashtag" rel="nofollow noopener" target="_blank">#Tips</a> <a href="https://mastodon.social/tags/Software" class="mention hashtag" rel="nofollow noopener" target="_blank">#Software</a> <a href="https://mastodon.social/tags/Development" class="mention hashtag" rel="nofollow noopener" target="_blank">#Development</a>

Piotr Esden-TempskiGood news Homebrew friends! :) Now bmputil-cli has a formulae you can use to install it. This should simplify things especially for those that manage a lab with a bunch of machines! :) All you need to do is run `brew install blackmagic-debug/blackmagic/bmputil-cli` and profit! <a href="https://github.com/blackmagic-debug/homebrew-blackmagic" rel="nofollow noopener" translate="no" target="_blank">https://github.com/blackmagic-debug/homebrew-blackmagic</a> <a href="https://chaos.social/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#opensource</a> <a href="https://chaos.social/tags/debugging" class="mention hashtag" rel="nofollow noopener" target="_blank">#debugging</a> <a href="https://chaos.social/tags/embedded" class="mention hashtag" rel="nofollow noopener" target="_blank">#embedded</a> <a href="https://chaos.social/tags/electronics" class="mention hashtag" rel="nofollow noopener" target="_blank">#electronics</a> <a href="https://chaos.social/tags/rust" class="mention hashtag" rel="nofollow noopener" target="_blank">#rust</a> <a href="https://chaos.social/tags/macos" class="mention hashtag" rel="nofollow noopener" target="_blank">#macos</a> <a href="https://chaos.social/tags/homebrew" class="mention hashtag" rel="nofollow noopener" target="_blank">#homebrew</a>

javascript-job-alert <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/API" target="_blank">#API</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Integration" target="_blank">#Integration</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/CSS" target="_blank">#CSS</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Debugging" target="_blank">#Debugging</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/HTML" target="_blank">#HTML</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/JavaScript" target="_blank">#JavaScript</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/MySQL" target="_blank">#MySQL</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/PHP" target="_blank">#PHP</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Software" target="_blank">#Software</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Development" target="_blank">#Development</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Web" target="_blank">#Web</a> <a href="https://www.freelancer.com/projects/api-integration/need-fix-some-bugs-custom.html" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=javascript-job-alert" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=43Kp2BhRC2ktCTVopXg9YR2S68O&interestId=javascript-job-alert" rel="nofollow noopener" target="_blank">Match</a>

AircorridorDebug Like A Pro!Stop guessing why your BASH scripts fail! Master echo statements, set -x tracing, and trap commands to hunt down bugs. <a href="https://hackers-arise.com/bash-scripting-mastering-debugging-of-our-password-cracking-script/" rel="nofollow noopener" translate="no" target="_blank">https://hackers-arise.com/bash-scripting-mastering-debugging-of-our-password-cracking-script/</a> <a href="https://infosec.exchange/tags/bash" class="mention hashtag" rel="nofollow noopener" target="_blank">#bash</a> <a href="https://infosec.exchange/tags/scripting" class="mention hashtag" rel="nofollow noopener" target="_blank">#scripting</a> <a href="https://infosec.exchange/tags/programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#programming</a> <a href="https://infosec.exchange/tags/linux" class="mention hashtag" rel="nofollow noopener" target="_blank">#linux</a> <a href="https://infosec.exchange/tags/debugging" class="mention hashtag" rel="nofollow noopener" target="_blank">#debugging</a>

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