Graylog

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A list of open-source software containing slop (LLM generated) code or endorses the usage of LLMs in other ways. This list contains software that obviously accepts irresponsible coding practices or promotes LLM usage. I found these applications while searching for alternatives to previously used software that turned out to contain code generated by slop-machines. Each of added applications have at least one link that points to the verifiable proof. This list by no means is meant to cover all the software that contains code by not-so-intelligent tools and people using them but to serve as a reminder to myself about what I have already checked. Why having LLM generated code (and using generative tools in general) is bad? Ethical reasons — such as illegally retrieved training material, underpaid workers that prepare the training data. Impact on environment — increased fossil fuel usage to supply the needed electricity power, water usage in water scarce regions. This somewhat overlaps with the above. Social impact – noise pollution in neighbourhoods near AI data centres, air pollution from diesel- or gas-powered turbines (also overlaps with the above), resource consumption by data centres drastically increases utility prices. Impact on brain and thinking, reasoning — by offloading thinking and decision making to machines people are shooting in their foot (more like in their head) as this leads to brain rot. Less intelligent people are easier to control. Even legal issues (especially in open-source software as it cannot be guaranteed that the "generated" code is not really just re-used, thus unknowingly violating the source license). Inevitable enshittification — every software product from big technology eventually gets enshittified to maximize revenue. For users this could mean hidden or plain ads, biased opinions/information, privacy violations, increased prices for LLM based tools. Burden on open-source software maintenance — LLM tools provide easier access to code contributions which often shifts the responsibility of checking code quality from developers to maintainers and reviewers. Digging through walls of merge request text and code generated by slop-machines takes valuable time that otherwise could be spent more meaningfully by fixing bugs and working on new features. I will try to add links that back up the claims above, but it may take a while. Of course, I see how and where generative tools could be helpful and sometimes I feel tempted to find an acceptable way to use them, but for now the direct and indirect costs far too much outweigh gains. This list has its positive counterpart: Slop-Free (Supposedly) Open-Source Software (not quite complete yet). Also take a look at and give thumbs up to AI Slopfree Software Catalog which contains software dedicated against usage of LLMs. Also, here is a list of some labels that can be added / voted for so they would eventually appear on application pages: Slopware; Slop (LLM) Code; Slop-Source Software; Open-Source Slopware; Contains Slop (LLM Generated) Code.

A list with 66 apps by matheusrv without a description.

A list with 28 apps by satterly without a description.

Graylog is a powerful Security Information and Event Management (SIEM) solution offering a robust log analytics platform that simplifies the collection, search, analysis, and alerting of all types of machine-generated data. It is specifically designed to capture data from diverse sources, allowing you to centralize, secure, and monitor your log data efficiently. Graylog can perform a wide range of cyber security functions, such as:

• Data aggregation
• Security data analytics (reports and dashboards)
• Correlation and security event monitoring
• Forensic analysis
• Incident detection and response
• Real-time event response or alerting console
• Threat intelligence
• User and entity behavior analytics (UEBA)
• IT compliance management

Each product from Graylog delivers powerful functionality suited to different needs and scales. Whether self-managed or in the cloud, there is a solution fitting for every organization focused on keeping your log data secure, accessible, and actionable.

Graylog Open is the free, open-source version of the Graylog software, offering core centralized log management capabilities for gathering, enriching, storing, and analyzing data from various sources. We advocate for software accessibility and inclusivity, which is why Graylog Open is anchored on community participation, ensuring continuous enhancements and community-driven innovation influenced by open-source contributors.

Graylog Enterprise comprises two license categories (Graylog Enterprise and Graylog Security). This offering caters to various organizations and use cases with self-managed or cloud options available. Graylog Enterprise provides all the features of Graylog Open plus additional advanced features essential for managing complex IT infrastructures, along with access to the Graylog enterprise support team. A valid Enterprise license is required to utilize this product.

Graylog Security is a product forming part of the Graylog Enterprise offering, and it provides a comprehensive cybersecurity-focused suite of tools geared toward threat detection, investigation, and response (TDIR). Graylog Security requires a separate license.

Available with Graylog Enterprise and Security, Graylog Cloud provides the perfect experience for those who the convenience and scalability of cloud-based log management. Graylog Cloud provides a fully managed cloud service that reduces operational overhead, rapid deployment and seamless updates for an efficient logging solution, and a highly secure platform to protect your vital log data.

Graylog API Security targets the protection of your critical APIs by offering in-depth visibility into API usage and activity. It is a powerful threat detection that identifies potential API abuses and detailed logging that aids in the comprehension of API interactions and data flows.

Graylog Illuminate is a collection of content comprising pipelines, parsing rules, lookup tables, and more, which enriches and normalizes your log data.