<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>O Purgatório Editorial</title><link>https://purgatorio-editorial.pages.dev/</link><description>Recent content on O Purgatório Editorial</description><generator>Hugo</generator><language>pt-br</language><lastBuildDate>Thu, 02 Jul 2026 00:41:52 +0000</lastBuildDate><atom:link href="https://purgatorio-editorial.pages.dev/index.xml" rel="self" type="application/rss+xml"/><item><title>CVE-2026-8037: Critical RCE Vulnerability in Progress Kemp LoadMaster Requires Immediate Patching</title><link>https://purgatorio-editorial.pages.dev/posts/cve-2026-8037-critical-rce-vulnerability-in-progress-kemp-loadmaster-requires-immediate-patching/</link><pubDate>Thu, 02 Jul 2026 00:41:52 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/cve-2026-8037-critical-rce-vulnerability-in-progress-kemp-loadmaster-requires-immediate-patching/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ol&gt;
&lt;li&gt;The vulnerability arises during the software&amp;rsquo;s handling of untrusted input, leading to the initialization of dynamically allocated memory regions but not properly initialized.&lt;/li&gt;
&lt;li&gt;Attackers exploit this oversight by crafting inputs that overwrite function pointers or control-flow structures, hijacking the program&amp;rsquo;s execution path.&lt;/li&gt;
&lt;li&gt;The causal sequence is precise: uninitialized heap → memory corruption → arbitrary code execution → system compromise.&lt;/li&gt;
&lt;/ol&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>What happened to the fight for the internet?</title><link>https://purgatorio-editorial.pages.dev/posts/what-happened-to-the-fight-for-the-internet/</link><pubDate>Thu, 02 Jul 2026 00:41:51 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/what-happened-to-the-fight-for-the-internet/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ol&gt;
&lt;li&gt;The coordinated attack on internet freedoms has become more intense.&lt;/li&gt;
&lt;li&gt;The fight itself feels deflated, with increased public acceptance for locking things down.&lt;/li&gt;
&lt;/ol&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>The &lt;Usermedia&gt; HTML Element</title><link>https://purgatorio-editorial.pages.dev/posts/the-usermedia-html-element/</link><pubDate>Thu, 02 Jul 2026 00:41:48 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/the-usermedia-html-element/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;Clear intent and timing: Because the prompt only appears after a physical tap on a browser-controlled element, it provides a trusted signal of the user&amp;rsquo;s intent.&lt;/li&gt;
&lt;li&gt;Clear intent and timing: Because the prompt only appears after a physical tap on a browser-controlled element, it provides a trusted signal of the user&amp;rsquo;s intent.&lt;/li&gt;
&lt;li&gt;Clear intent and timing: Because the prompt only appears after a physical tap on a browser-controlled element, it provides a trusted signal of the user&amp;rsquo;s intent.&lt;/li&gt;
&lt;li&gt;Clear intent and timing: Because the prompt only appears after a physical tap on a browser-controlled element, it provides a trusted signal of the user&amp;rsquo;s intent.&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>Steam On Linux Usage Receded A Bit In June</title><link>https://purgatorio-editorial.pages.dev/posts/steam-on-linux-usage-receded-a-bit-in-june/</link><pubDate>Thu, 02 Jul 2026 00:41:36 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/steam-on-linux-usage-receded-a-bit-in-june/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ol&gt;
&lt;li&gt;Steam On Linux usage receded slightly in June, with Linux usage dropping to 3.69% compared to May.&lt;/li&gt;
&lt;li&gt;Linux usage dropped while macOS usage increased by 0.05% to 2.21% and Windows usage increased by 0.25% to 94.1%.&lt;/li&gt;
&lt;li&gt;SteamOS continues to account for around 23% of all Linux gamers.&lt;/li&gt;
&lt;/ol&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>LGBT Q&amp;A: What Data Are Companies in the UK Collecting When Verifying My Age?</title><link>https://purgatorio-editorial.pages.dev/posts/lgbt-qa-what-data-are-companies-in-the-uk-collecting-when-verifying-my-age/</link><pubDate>Thu, 02 Jul 2026 00:41:33 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/lgbt-qa-what-data-are-companies-in-the-uk-collecting-when-verifying-my-age/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;If you&amp;rsquo;re worried about a current picture of your face accidentally leaking for reasons like a camera malfunction or a camera being stolen.&lt;/li&gt;
&lt;li&gt;If you&amp;rsquo;re worried about a current picture of your face accidentally leaking for reasons like a camera malfunction or a camera being stolen.&lt;/li&gt;
&lt;li&gt;If you&amp;rsquo;re worried about a current picture of your face accidentally leaking for reasons like a camera malfunction or a camera being stolen.&lt;/li&gt;
&lt;li&gt;If you&amp;rsquo;re worried about a current picture of your face accidentally leaking for reasons like a camera malfunction or a camera being stolen.&lt;/li&gt;
&lt;li&gt;If you&amp;rsquo;re worried about a current picture of your face accidentally leaking for reasons like a camera malfunction or a camera being stolen.&lt;/li&gt;
&lt;li&gt;If you&amp;rsquo;re worried about a current picture of your face accidentally leaking for reasons like a camera malfunction or a camera being stolen.&lt;/li&gt;
&lt;li&gt;If you&amp;rsquo;re worried about a current picture of your face accidentally leaking for reasons like a camera malfunction or a camera being stolen.&lt;/li&gt;
&lt;li&gt;If you&amp;rsquo;re worried about a current picture of your face accidentally leaking for reasons like a camera malfunction or a camera being stolen.&lt;/li&gt;
&lt;li&gt;If you&amp;rsquo;re worried about a current picture of your face accidentally leaking for reasons like a camera malfunction or a camera being stolen.&lt;/li&gt;
&lt;li&gt;If you&amp;rsquo;re worried about a current picture of your face accidentally leaking for reasons like a camera malfunction or a&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>JetStream 3: A modern benchmark for high-performance, compute-intensive Web applications</title><link>https://purgatorio-editorial.pages.dev/posts/jetstream-3-a-modern-benchmark-for-high-performance-compute-intensive-web-applications/</link><pubDate>Thu, 02 Jul 2026 00:41:31 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/jetstream-3-a-modern-benchmark-for-high-performance-compute-intensive-web-applications/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;JetStream 3: A modern benchmark for high-performance, compute-intensive Web applications&lt;/li&gt;
&lt;li&gt;We&amp;rsquo;re incredibly excited to announce the release of JetStream 3, built in close collaboration with Apple, Mozilla, and other partners in the web ecosystem&lt;/li&gt;
&lt;li&gt;Benchmarking is critical for catching performance regressions and driving healthy competitiveness between different browser engines&lt;/li&gt;
&lt;li&gt;The open governance model ensures the benchmark serves the best interests of the overall Web ecosystem&lt;/li&gt;
&lt;li&gt;JetStream 3 is the result of a massive collaborative effort across all major browser engines, including Apple, Mozilla, and Google&lt;/li&gt;
&lt;li&gt;Speedometer 3 is the result of a massive collaborative effort across all major browser engines, including Apple, Mozilla, and Google&lt;/li&gt;
&lt;li&gt;JetStream 3 is the result of a strict consensus model for this release, ensuring the benchmark serves the best interests of the overall Web ecosystem&lt;/li&gt;
&lt;li&gt;JetStream 3 is the result of a massive collaborative effort across all major browser engines, including Apple, Mozilla, and Google&lt;/li&gt;
&lt;li&gt;JetStream 3 is the result of a strict consensus model for this release, ensuring the benchmark serves the best interests of the overall Web ecosystem&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>Announcing Rust 1.96.1</title><link>https://purgatorio-editorial.pages.dev/posts/announcing-rust-1961/</link><pubDate>Thu, 02 Jul 2026 00:41:29 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/announcing-rust-1961/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;Rust 1.96.1 fixes three CVEs affecting libssh2.&lt;/li&gt;
&lt;li&gt;Many people contributed to the development of Rust 1.96.1.&lt;/li&gt;
&lt;li&gt;Rust 1.96.1 was created by all users.&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>Packaging Council Inaugural Election Dates</title><link>https://purgatorio-editorial.pages.dev/posts/packaging-council-inaugural-election-dates/</link><pubDate>Thu, 02 Jul 2026 00:41:29 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/packaging-council-inaugural-election-dates/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;The Packaging Council will be the technical decision-making body for interoperability specifications affecting Python packaging.&lt;/li&gt;
&lt;li&gt;It will serve as a coordinating body for the Python packaging ecosystem, working with stakeholders from the wider community.&lt;/li&gt;
&lt;li&gt;The election will fill all five seats on the PPC, with Cohort A receiving a two-year term and Cohort B receiving a one-year term.&lt;/li&gt;
&lt;li&gt;The election timeline follows the PSF Board election, with each cohort elected for a full two-year term in alternating years.&lt;/li&gt;
&lt;li&gt;Voting will occur in the same manner as the PSF Board election, with nominations open on July 28th, cut-off on August 11th, announcement on August 13th, voter affirmation on August 25th, and voting start on September 1st.&lt;/li&gt;
&lt;li&gt;Voting will be held in the same manner as the PSF Board election, with each cohort elected for a full two-year term in alternating years.&lt;/li&gt;
&lt;li&gt;Voting will be held in the same manner as the PSF Board election, with nominations open on July 28th, cut-off on August 11th, announcement on August 13th, voter affirmation on August 25th, and voting start on September 1st.&lt;/li&gt;
&lt;li&gt;Voting will be held in the same&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>Build a multi-agent supervisor pattern on Red Hat AI</title><link>https://purgatorio-editorial.pages.dev/posts/build-a-multi-agent-supervisor-pattern-on-red-hat-ai/</link><pubDate>Thu, 02 Jul 2026 00:41:28 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/build-a-multi-agent-supervisor-pattern-on-red-hat-ai/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ol&gt;
&lt;li&gt;Isolation matters for agents by ensuring a single agent holds access to all necessary systems and credentials, making it impossible for an attacker to compromise the entire monitoring stack.&lt;/li&gt;
&lt;li&gt;A single sandbox solution allows for code execution within a single process memory, preventing the agent from reading customer request payloads, querying aggregate latency metrics, or searching past incident reports.&lt;/li&gt;
&lt;li&gt;A single sandbox cannot restrict access to only one system, as it requires all three systems to be read, queried, and written in the same session, creating three distinct problems: mixed sensitivity levels, PII in logs, and internal doctored metrics.&lt;/li&gt;
&lt;/ol&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>6 security settings every GitHub maintainer should enable this week</title><link>https://purgatorio-editorial.pages.dev/posts/6-security-settings-every-github-maintainer-should-enable-this-week/</link><pubDate>Thu, 02 Jul 2026 00:41:25 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/6-security-settings-every-github-maintainer-should-enable-this-week/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;Turn on private vulnerability reporting&lt;/li&gt;
&lt;li&gt;Turn on secret scanning, with push protection&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>Why AI Agents Need Isolation</title><link>https://purgatorio-editorial.pages.dev/posts/why-ai-agents-need-isolation/</link><pubDate>Thu, 02 Jul 2026 00:41:22 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/why-ai-agents-need-isolation/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Isolation creates a controlled boundary between the host system, the AI agent, generated code, and the external tools and services the agent may interact with.&lt;/strong&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Isolation helps reduce accidental filesystem damage, credential exposure, unrestricted network access, persistence risks, and unsafe experimentation.&lt;/strong&gt;&lt;/li&gt;
&lt;li&gt;*&lt;em&gt;One example discussed frequently in the Docker SBX community is running: bash
sudo rm -rf /&lt;/em&gt;
inside a sandbox while the host machine remains protected. The example is intentionally dramatic, but it highlights an important point: AI-generated commands should execute inside environments designed to contain mistakes safely. Isolation is not just a security feature. It is becoming an important p&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>Open source maintainership in the age of AI</title><link>https://purgatorio-editorial.pages.dev/posts/open-source-maintainership-in-the-age-of-ai/</link><pubDate>Thu, 02 Jul 2026 00:41:20 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/open-source-maintainership-in-the-age-of-ai/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;The Kubernetes project has established clear guidelines for AI-assisted contributions.&lt;/li&gt;
&lt;li&gt;Transparency first, human accountability, and CLA enforcement for co-authors are key.&lt;/li&gt;
&lt;li&gt;Reviewers expect to engage with humans, not with AI.&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>Active AUR malicious packages incident</title><link>https://purgatorio-editorial.pages.dev/posts/active-aur-malicious-packages-incident/</link><pubDate>Thu, 02 Jul 2026 00:41:18 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/active-aur-malicious-packages-incident/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ol&gt;
&lt;li&gt;Users may see issues with creating new accounts on the AUR.&lt;/li&gt;
&lt;li&gt;Users may see issues with pushing package updates.&lt;/li&gt;
&lt;li&gt;Users may see issues with adopting or creating new packages.&lt;/li&gt;
&lt;/ol&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>Web-Based Remote Installation for Fedora Linux: Here’s What We’re Building</title><link>https://purgatorio-editorial.pages.dev/posts/web-based-remote-installation-for-fedora-linux-heres-what-were-building/</link><pubDate>Thu, 02 Jul 2026 00:41:15 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/web-based-remote-installation-for-fedora-linux-heres-what-were-building/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;Web-based interface for Fedora Linux 42 Workstation and Live spins&lt;/li&gt;
&lt;li&gt;Full graphical installer built on Cockpit tooling&lt;/li&gt;
&lt;li&gt;Remote browser rendering in a fullscreen browser window&lt;/li&gt;
&lt;li&gt;VNC and RDP built around the GTK interface&lt;/li&gt;
&lt;li&gt;RDP could work with the Web UI too, but a remote browser is a much better fit&lt;/li&gt;
&lt;li&gt;Flatpak packaging for browsers&lt;/li&gt;
&lt;li&gt;Remote installation opens an opportunity for shipping focused, smaller boot images&lt;/li&gt;
&lt;li&gt;Headless ARM SBCs don’t need to run a GPU-accelerated browser locally&lt;/li&gt;
&lt;li&gt;A lightweight ISO aimed at headless and network install scenarios&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>DirtyClone Linux kernel local privilege escalation vulnerability fixes available</title><link>https://purgatorio-editorial.pages.dev/posts/dirtyclone-linux-kernel-local-privilege-escalation-vulnerability-fixes-available/</link><pubDate>Thu, 02 Jul 2026 00:41:13 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/dirtyclone-linux-kernel-local-privilege-escalation-vulnerability-fixes-available/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;Vulnerability: DirtyClone Linux kernel local privilege escalation vulnerability&lt;/li&gt;
&lt;li&gt;Fix: Available&lt;/li&gt;
&lt;li&gt;Impact: Local user can elevate privileges to root on affected components&lt;/li&gt;
&lt;li&gt;Fix: Not applicable to container deployments&lt;/li&gt;
&lt;li&gt;Impact: Container workloads may execute arbitrary third-party workloads&lt;/li&gt;
&lt;li&gt;Impact: Proof-of-concept exploit not yet published&lt;/li&gt;
&lt;li&gt;Impact: Vulnerability fix distributed through the Linux kernel image packages&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>PACT: Anonymous Credentials for the Web</title><link>https://purgatorio-editorial.pages.dev/posts/pact-anonymous-credentials-for-the-web/</link><pubDate>Thu, 02 Jul 2026 00:41:10 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/pact-anonymous-credentials-for-the-web/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Costs of Convenient Solutions:&lt;/strong&gt; The costs of convenient solutions, such as the ability to block bots without the need for user consent, are significant. These solutions can lead to increased friction for users, as they require more time and effort to provide these details on a first visit. They also compromise users&amp;rsquo; privacy, as these details enable the same kinds of cross-site tracking that browser privacy protections were intended to mitigate. This can lead to users being more frustrated and less likely to continue using the site, which can harm the ecosystem and the companies that rely on it.&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>SaaS Customer Retention Metrics That Actually Predict Runway Health: A Bootstrapped Founder's Measurement Playbook</title><link>https://purgatorio-editorial.pages.dev/posts/saas-customer-retention-metrics-that-actually-predict-runway-health-a-bootstrapped-founders-measurement-playbook/</link><pubDate>Wed, 01 Jul 2026 23:13:53 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/saas-customer-retention-metrics-that-actually-predict-runway-health-a-bootstrapped-founders-measurement-playbook/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ol&gt;
&lt;li&gt;Customer Retention Rate (Logo Retention)&lt;/li&gt;
&lt;li&gt;Gross MRR Retention&lt;/li&gt;
&lt;li&gt;Net Revenue Retention (NRR)&lt;/li&gt;
&lt;/ol&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>US feds are actively hiring 'person who decides which models to ban'</title><link>https://purgatorio-editorial.pages.dev/posts/us-feds-are-actively-hiring-person-who-decides-which-models-to-ban/</link><pubDate>Wed, 01 Jul 2026 23:13:49 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/us-feds-are-actively-hiring-person-who-decides-which-models-to-ban/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;CAISI is a U.S. government center for AI expertise.&lt;/li&gt;
&lt;li&gt;It is hiring a Member of Technical Staff to develop AI evaluation means.&lt;/li&gt;
&lt;li&gt;The team is responsible for evaluating AI, strategic competition, national security capabilities, and economic importance.&lt;/li&gt;
&lt;li&gt;They produce briefings, technical infrastructure, and track AI diffusion.&lt;/li&gt;
&lt;li&gt;The notice is issued under direct-hire authority.&lt;/li&gt;
&lt;li&gt;Candidates must have IT-related experience demonstrating four competencies.&lt;/li&gt;
&lt;li&gt;Applicants must submit a resume not exceeding two pages.&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>KDE Linux Introduces 'Developer Mode' Option, Easier Log Collection</title><link>https://purgatorio-editorial.pages.dev/posts/kde-linux-introduces-developer-mode-option-easier-log-collection/</link><pubDate>Wed, 01 Jul 2026 23:13:41 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/kde-linux-introduces-developer-mode-option-easier-log-collection/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;KDE Linux introduces &amp;ldquo;Developer Mode&amp;rdquo; for showing developer tools and options&lt;/li&gt;
&lt;li&gt;This option is available from the Konsole and enables a cleaner user experience&lt;/li&gt;
&lt;li&gt;It&amp;rsquo;s a basic feature for users not developers, with potential for future customization&lt;/li&gt;
&lt;li&gt;Audex app is now available for CD ripping in 2026, improving the QA/testing infrastructure&lt;/li&gt;
&lt;li&gt;KDE Linux has made progress on their QA/testing infrastructure, including a hybrid ISO and improved documentation&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>One '+x' That Made 100-Layer Networks Trainable: ResNet Skip Connections</title><link>https://purgatorio-editorial.pages.dev/posts/one-x-that-made-100-layer-networks-trainable-resnet-skip-connections/</link><pubDate>Wed, 01 Jul 2026 18:39:57 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/one-x-that-made-100-layer-networks-trainable-resnet-skip-connections/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;Residual blocks can improve deep networks by reducing the need for intermediate layers and improving the ability to learn the correct correction for input values.&lt;/li&gt;
&lt;li&gt;The +1 in the residual block formula keeps the gradient intact, allowing the block to learn the correct correction without vanishing.&lt;/li&gt;
&lt;li&gt;Residual blocks are particularly effective in deep networks, where the 2015 ResNet paper trained 152-layer networks, which were previously deeper than what worked before.&lt;/li&gt;
&lt;li&gt;The +1 keeps gradients healthy in modern LLMs, where skip connections are now everywhere and the 2015 ResNet paper trained 100-layer networks.&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item><item><title>ZCode – Harness for GLM-5.2</title><link>https://purgatorio-editorial.pages.dev/posts/zcode-harness-for-glm-52/</link><pubDate>Wed, 01 Jul 2026 18:39:50 +0000</pubDate><guid>https://purgatorio-editorial.pages.dev/posts/zcode-harness-for-glm-52/</guid><description>&lt;h3 id="resumo-executivo"&gt;Resumo Executivo&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Lite&lt;/strong&gt; - Lightweight workloads&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;5x Lite usage&lt;/strong&gt; - Professional workloads&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;20x Lite usage&lt;/strong&gt; - High-volume workloads&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Texto original analisado via motor FOSS-Core.&lt;/em&gt;&lt;/p&gt;</description></item></channel></rss>