https://techgazette.com.br/ Software and AI news from the people who made it: primary sources only, no algorithm. en 180 Sat, 17 Oct 2026 12:00:00 GMT https://realpython.com/quizzes/python-callable-instances/ https://realpython.com/quizzes/python-callable-instances/ Sat, 17 Oct 2026 12:00:00 GMT Real Python Technical Guides Real Python — Test your understanding of Python callables and see how the.__call__() method lets you call class instances just like regular functions. https://rustsec.org/advisories/RUSTSEC-2026-0365.html https://rustsec.org/advisories/RUSTSEC-2026-0365.html Sat, 17 Oct 2026 12:00:00 GMT RustSec advisories Security Desk RustSec advisories — Remote DoS through unchecked `IdList` allocation in negentropy https://rustsec.org/advisories/RUSTSEC-2026-0366.html https://rustsec.org/advisories/RUSTSEC-2026-0366.html Sat, 17 Oct 2026 12:00:00 GMT RustSec advisories Security Desk RustSec advisories — Stack overflow when parsing deeply nested input in pest_grammars https://rustsec.org/advisories/RUSTSEC-2026-0369.html https://rustsec.org/advisories/RUSTSEC-2026-0369.html Sat, 17 Oct 2026 12:00:00 GMT RustSec advisories Security Desk RustSec advisories — ZipStreamReader::extract() and ZipArchive::extract() apply Unix permissions through symlinks without confining the target https://rustsec.org/advisories/RUSTSEC-2026-0367.html https://rustsec.org/advisories/RUSTSEC-2026-0367.html Sat, 17 Oct 2026 12:00:00 GMT RustSec advisories Security Desk RustSec advisories — Insecure Preservation of SUID/SGID Bits during ZIP Extraction Leading to Potential Privilege Escalation https://rustsec.org/advisories/RUSTSEC-2026-0368.html https://rustsec.org/advisories/RUSTSEC-2026-0368.html Sat, 17 Oct 2026 12:00:00 GMT RustSec advisories Security Desk RustSec advisories — zip: `ZipArchive::extract` creates symbolic links whose attacker-controlled targets are outside the destination directory https://dl.acm.org/doi/10.1145/3859287 https://dl.acm.org/doi/10.1145/3859287 Sat, 17 Oct 2026 12:00:00 GMT ACM TACO (Architecture and Code Optimization) Research ACM TACO (Architecture and Code Optimization) — Serverless workflows are commonly modeled as directed acyclic graphs (DAGs) composed of fine-grained functions. While this design promotes modularity and programming flexibility, it also incurs frequent inter-function communication. To alleviate this performance overhead, functio… https://www.qodo.ai/blog/building-quality-into-the-agentic-workflow/ https://www.qodo.ai/blog/building-quality-into-the-agentic-workflow/ Sat, 17 Oct 2026 09:27:09 GMT Qodo News Qodo — AI coding agents changed how fast teams ship. They didn’t change who has to verify the output. Last week, Qodo field CTO Shlomo Dalezman and solutions engineer Jonathan Klick ran a live session on what happens when code review stops waiting for the pull request. They walked… https://openrouter.ai/deepseek/deepseek-v4.1-flash-1017 https://openrouter.ai/deepseek/deepseek-v4.1-flash-1017 Sat, 17 Oct 2026 08:27:04 GMT OpenRouter New Models OpenRouter — DeepSeek V4.1 Flash 1017 is the October 17, 2026 snapshot of DeepSeek V4.1 Flash, served by DeepSeek under the `deepseek-flash` API model name. V4.1 Flash is a sparse mixture-of-experts model... https://status.fireworks.ai/incidents/01M54F9EG8M9562BWBV44KQQ4D https://status.fireworks.ai/incidents/01M54F9EG8M9562BWBV44KQQ4D Sat, 17 Oct 2026 08:22:40 GMT Fireworks AI Outages Fireworks AI — We are seeing impacted performance for Qwen 3.8 Max. We are actively investigating. https://news.opensuse.org/2026/10/17/planet-roundup/ https://news.opensuse.org/2026/10/17/planet-roundup/ Sat, 17 Oct 2026 08:00:00 GMT openSUSE News openSUSE — This is a roundup of articles from the openSUSE community listed on planet.opensuse.org. This community blog feed aggregator lists the featured highlights below from Oct. 9 - 15. This week highlights KDE’s 30th anniversary and the premiere of the KDE documentary, the launch of Pl… https://www.latent.space/p/ainews-high-taste-testers-ep-1 https://www.latent.space/p/ainews-high-taste-testers-ep-1 Sat, 17 Oct 2026 07:47:38 GMT swyx (Latent Space) Columns swyx (Latent Space) — a quiet day lets us pilot a new show https://status.fireworks.ai/incidents/01M54BVJXV2EMSGH9XP2J44DQF https://status.fireworks.ai/incidents/01M54BVJXV2EMSGH9XP2J44DQF Sat, 17 Oct 2026 07:22:40 GMT Fireworks AI Outages Fireworks AI — We are seeing impacted performance for Qwen 3.8 Max. We are actively investigating. https://www.youtube.com/watch?v=NN7iEHF8fK0 https://www.youtube.com/watch?v=NN7iEHF8fK0 Sat, 17 Oct 2026 07:16:04 GMT AWS Events · YouTube Watch AWS Events · YouTube — Join us today and watch Ep. 6 of Cloud Report. https://status.supabase.com/incidents/01M548Q6TQZCWECMHJH7PZ9EMS https://status.supabase.com/incidents/01M548Q6TQZCWECMHJH7PZ9EMS Sat, 17 Oct 2026 06:27:51 GMT Supabase Outages Supabase — Due to an ongoing upstream provider outage, we are remediating project creation errors in apne-1. Customers may see errors in creating or unpausing a project from this region. We are working to re-direct traffic to non-impacted regions and awaiting updates from our dependant prov… https://www.zoomstatus.com/incidents/6kggw3z5ht7k https://www.zoomstatus.com/incidents/6kggw3z5ht7k Sat, 17 Oct 2026 06:10:45 GMT Zoom Outages Zoom — We are currently investigating a service degradation affecting Zoom Chat Compose and SMS Summarisation with AI Companion. Our team is actively working to identify the impact and root cause. We will provide an update as soon as more information becomes available. We appreciate you… https://vivaldi.com/blog/desktop/minor-update-eleven-8-2/ https://vivaldi.com/blog/desktop/minor-update-eleven-8-2/ Sat, 17 Oct 2026 06:04:10 GMT Vivaldi News Vivaldi — This update includes a minor upgrade to Chromium 152 (Extended Stable Release) from upstream, which in turn includes security fixes from Chromium 155. https://www.netlifystatus.com/incidents/1vw7z81c7bq9 https://www.netlifystatus.com/incidents/1vw7z81c7bq9 Sat, 17 Oct 2026 05:03:55 GMT Netlify Outages Netlify — We have identified an issue with a third-party service used by our build system. Builds started on or after 21:10 UTC that use the CSP extension may experience increased errors. https://www.wordfence.com/blog/2026/10/rank-math-seo-pro-3-0-123-malware/ https://www.wordfence.com/blog/2026/10/rank-math-seo-pro-3-0-123-malware/ Sat, 17 Oct 2026 03:41:48 GMT Wordfence Security Desk Wordfence — Rank Math has disclosed that some copies of Rank Math SEO PRO version 3.0.123 contained malware. According to Rank Math, the affected version was downloaded or installed through an update between October 15, 2026 at 20:02 UTC and October 16, 2026 at 07:12 UTC. If an affected copy… https://openrouter.ai/elorian/glimpse https://openrouter.ai/elorian/glimpse Sat, 17 Oct 2026 03:10:29 GMT OpenRouter New Models OpenRouter — Glimpse is a multimodal visual reasoning model from Elorian, built for visual understanding and complex visual reasoning in the physical world. It reasons directly over images and video rather than... https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash-1017 https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash-1017 Sat, 17 Oct 2026 02:40:38 GMT Hugging Face Hub New Models Hugging Face Hub — Trending on the Hugging Face Hub. Image text to text · License: mit · 513 likes. https://seclists.org/oss-sec/2026/q4/215 https://seclists.org/oss-sec/2026/q4/215 Sat, 17 Oct 2026 02:01:57 GMT oss-security (Openwall) Security Desk oss-security (Openwall) — Posted by eddyflores100 on Oct 16 Alexander, Fair on both counts, and thank you for verifying the domain state yourself before responding - that is more diligence than the posting deserved in the shape it was sent. Two process corrections, both accepted: 1. Disclosure: the follow… https://status.snyk.io/incidents/f125hs9mwrkm https://status.snyk.io/incidents/f125hs9mwrkm Sat, 17 Oct 2026 01:43:39 GMT Snyk Outages Snyk — A fix has been successfully deployed and all systems are now operating as expected. Our team will continue to monitor the environment to ensure stability. https://security.paloaltonetworks.com/CVE-2026-0307 https://security.paloaltonetworks.com/CVE-2026-0307 Sat, 17 Oct 2026 00:55:00 GMT Palo Alto Networks Security Advisories Security Desk Palo Alto Networks Security Advisories https://status.expo.dev/incidents/m3dkrnk2z9j5 https://status.expo.dev/incidents/m3dkrnk2z9j5 Sat, 17 Oct 2026 00:51:16 GMT Expo Outages Expo — The issue has been identified and a fix is being implemented. https://vercel.com/changelog/deepseek-v4-1-flash-1017-now-available-on-ai-gateway https://vercel.com/changelog/deepseek-v4-1-flash-1017-now-available-on-ai-gateway Sat, 17 Oct 2026 00:00:00 GMT Vercel News Vercel — DeepSeek V4.1 Flash 1017 is now available on AI Gateway. DeepSeek V4.1 Flash 1017 is a minor update to DeepSeek V4.1 Flash that improves reasoning, coding, agentic tasks, and image understanding. The coding gains show up in terminal work and in building and editing whole reposito… https://www.nature.com/articles/s41746-026-03388-6 https://www.nature.com/articles/s41746-026-03388-6 Sat, 17 Oct 2026 00:00:00 GMT npj Digital Medicine AI in the Field npj Digital Medicine — npj Digital Medicine, Published online: 17 October 2026; doi:10.1038/s41746-026-03388-6 Large language models for depression assessment from brief daily diaries https://status.1password.com/incidents/g012v1sp38m7 https://status.1password.com/incidents/g012v1sp38m7 Fri, 16 Oct 2026 23:45:46 GMT 1Password Outages 1Password — A fix has been deployed and we are monitoring the results. https://openrouter.ai/qwen/qwen-image-2.1-turbo https://openrouter.ai/qwen/qwen-image-2.1-turbo Fri, 16 Oct 2026 23:41:44 GMT OpenRouter New Models OpenRouter — Qwen Image 2.1 Turbo is the fast, lower-cost tier of the Qwen Image 2.1 series from Qwen, for image generation and editing where throughput and price matter more than peak... https://openrouter.ai/qwen/qwen-image-2.1-pro https://openrouter.ai/qwen/qwen-image-2.1-pro Fri, 16 Oct 2026 23:41:15 GMT OpenRouter New Models OpenRouter — Qwen Image 2.1 Pro is an image generation and editing model from Qwen, the higher-quality tier of the Qwen Image 2.1 series. Choose it over Qwen Image 2.1 Turbo when... https://www.huntress.com/blog/vendor-credential-enables-unauthorized-access https://www.huntress.com/blog/vendor-credential-enables-unauthorized-access Fri, 16 Oct 2026 23:00:00 GMT Huntress Security Desk Huntress — ConnectWise (SkyKick) vendor credentials are being abused to access Microsoft 365 tenants. Disable the apps now and check your logs here. https://www.zscaler.com/blogs/security-research/ransomware-machine-speed-how-genai-shrinks-path-after-initial-access https://www.zscaler.com/blogs/security-research/ransomware-machine-speed-how-genai-shrinks-path-after-initial-access Fri, 16 Oct 2026 22:48:36 GMT Zscaler ThreatLabz Security Desk Zscaler ThreatLabz — Artificial Intelligence technologies have made a huge impact on the security industry. But as with any public technology, adversaries have access to AI as well. They’re wasting no time incorporating AI into their malicious workflows and ransomware operators have been able to leve… https://seclists.org/oss-sec/2026/q4/214 https://seclists.org/oss-sec/2026/q4/214 Fri, 16 Oct 2026 22:37:30 GMT oss-security (Openwall) Security Desk oss-security (Openwall) — Posted by Solar Designer on Oct 16 Hi, Here's an update: We stayed in the range of 319 to 400 accepted messages per month for June through September. However, the number of subscribers started decreasing slightly - a few more people are leaving than are joining - and the chu… https://seclists.org/oss-sec/2026/q4/213 https://seclists.org/oss-sec/2026/q4/213 Fri, 16 Oct 2026 22:34:57 GMT oss-security (Openwall) Security Desk oss-security (Openwall) — Posted by Stig Palmquist on Oct 16 CVE-2026-110752 Text::CSV_XS versions before 1.65 for Perl allow memory exhaustion by allocating one entry per index of an RFC 7111 selector in fragment CVE-2026-110753 Text::CSV_XS versions from 1.46 before 1.65 for Perl have a use-after-free o… https://aws.amazon.com/blogs/aws-cloud-financial-management/use-ai-to-manage-your-ai-spend-your-guide-to-cloud-financial-management-sessions-at-reinvent-2026/ https://aws.amazon.com/blogs/aws-cloud-financial-management/use-ai-to-manage-your-ai-spend-your-guide-to-cloud-financial-management-sessions-at-reinvent-2026/ Fri, 16 Oct 2026 22:06:05 GMT AWS Cloud Financial Management Technical Guides AWS Cloud Financial Management — At this year’s re:Invent, we’ve lined up a fantastic set of sessions to get you up to speed on the latest AI cost management frameworks, solutions, and real-life success stories. They will help you wrap your head around concepts, such as tokenomics, and get ahead of the AI cost m… https://seclists.org/oss-sec/2026/q4/212 https://seclists.org/oss-sec/2026/q4/212 Fri, 16 Oct 2026 21:56:01 GMT oss-security (Openwall) Security Desk oss-security (Openwall) — Posted by Alan Coopersmith on Oct 16 All five library releases are available now, see https://lists.x.org/archives/xorg-announce/2026-October/thread.html for links to their release announcements. -------- Forwarded Message -------- Subject: X.Org Security Advisory: multiple secur… https://status.bandwidth.com/incidents/21rk3vgkdtsq https://status.bandwidth.com/incidents/21rk3vgkdtsq Fri, 16 Oct 2026 21:31:53 GMT Bandwidth Outages Bandwidth — Bandwidth teams are investigating outbound MMS messaging delivery failures due to an off network industry condition. This incident impacts delivery to Verizon Wireless, AT&T, and T-Mobile destinations. https://www.zscaler.com/blogs/security-research/cve-2026-88771-inside-exploitation-critical-netscaler-rce-vulnerability https://www.zscaler.com/blogs/security-research/cve-2026-88771-inside-exploitation-critical-netscaler-rce-vulnerability Fri, 16 Oct 2026 21:28:21 GMT Zscaler ThreatLabz Security Desk Zscaler ThreatLabz — IntroductionOn September 27, 2026, Citrix disclosed CVE-2026-88771, a critical remote code execution (RCE) vulnerability affecting NetScaler Application Delivery Controller (ADC) and NetScaler Gateway. The vulnerability carries a CVSS v3.1 score of 9.8 according to NVD… https://status.twilio.com/incidents/l296g0s6bz6r https://status.twilio.com/incidents/l296g0s6bz6r Fri, 16 Oct 2026 21:13:01 GMT Twilio Outages Twilio — Twilio customers may be experiencing SMS delivery delays from a subset of Twilio Short Codes and Long Codes to network subscribers on multiple networks in Colombia. Our team is actively investigating this issue. We will provide another update in 1 hour or as soon as more informat… https://status.sendgrid.com/incidents/l296g0s6bz6r https://status.sendgrid.com/incidents/l296g0s6bz6r Fri, 16 Oct 2026 21:13:01 GMT SendGrid Outages SendGrid — Twilio customers may be experiencing SMS delivery delays from a subset of Twilio Short Codes and Long Codes to network subscribers on multiple networks in Colombia. Our team is actively investigating this issue. We will provide another update in 1 hour or as soon as more informat… https://wf.coreweave.com/blog/from-training-to-serving-reflections-beam-on-coreweave https://wf.coreweave.com/blog/from-training-to-serving-reflections-beam-on-coreweave Fri, 16 Oct 2026 21:07:03 GMT CoreWeave News CoreWeave — Reflection’s open-weight Beam model on CoreWeave spans training with Weights & Biases Models, SFT in partnership with Axolotl, and Day 0 API access on Serverless Inference in CoreWeave Forge. https://www.schneier.com/blog/archives/2026/10/friday-squid-blogging-squid-before-the-chicxulub-meteor-impact.html https://www.schneier.com/blog/archives/2026/10/friday-squid-blogging-squid-before-the-chicxulub-meteor-impact.html Fri, 16 Oct 2026 21:06:47 GMT Bruce Schneier Columns Bruce Schneier — New research shows that squid lived all around the globe even before the Cretaceous-Paleogene mass extinction event. As usual, you can also use this squid post to talk about the security stories in the news that I haven’t covered. Blog moderation policy. https://status.grafana.com/incidents/pw8kpyjrznp3 https://status.grafana.com/incidents/pw8kpyjrznp3 Fri, 16 Oct 2026 21:05:53 GMT Grafana Cloud Outages Grafana Cloud — We’re currently investigating an issue affecting metrics reads and rule evaluations in mimir-prod-66. Our team is actively working to identify the cause. Thank you for your patience. https://www.databricks.com/blog/transactions-are-generally-available-advancing-warehousing-lakehouse https://www.databricks.com/blog/transactions-are-generally-available-advancing-warehousing-lakehouse Fri, 16 Oct 2026 21:00:00 GMT Databricks News Databricks — Multi-Statement Transactions are Generally Available, enabling organizations to run... https://aws.amazon.com/blogs/machine-learning/building-trust-in-ai-agents-a-production-ready-evaluation-framework-with-amazon-bedrock-agentcore/ https://aws.amazon.com/blogs/machine-learning/building-trust-in-ai-agents-a-production-ready-evaluation-framework-with-amazon-bedrock-agentcore/ Fri, 16 Oct 2026 20:48:16 GMT AWS Machine Learning Technical Guides AWS Machine Learning — Autonomous AI agents fail softly: latency stays flat while answer quality quietly erodes. This post shares a nine-stage evaluation framework, built on Amazon Bedrock AgentCore, that catches silent quality regressions across the full agent lifecycle, from first commit to live prod… https://www.aikido.dev/blog/escape-tech-alternatives https://www.aikido.dev/blog/escape-tech-alternatives Fri, 16 Oct 2026 20:47:00 GMT Aikido Security Security Desk Aikido Security — We compare the top Escape.tech alternatives for offensive security in 2026: Aikido Security, XBOW, RunSybil, Terra, Burp Suite Professional, Invicti, StackHawk, Hadrian, and Pentera Category: DevSec Tools & Comparisons https://openrouter.ai/perplexity/pplx-decider-flash-v1.2 https://openrouter.ai/perplexity/pplx-decider-flash-v1.2 Fri, 16 Oct 2026 20:44:56 GMT OpenRouter New Models OpenRouter — Decider Flash V1.2 is a 4B-parameter decision model from Perplexity, a smaller, lower-cost sibling of [Decider V1.2](/perplexity/pplx-decider-v1.2) with the same API contract. Instead of generating text, it reads content passed... https://openrouter.ai/perplexity/pplx-decider-v1.2 https://openrouter.ai/perplexity/pplx-decider-v1.2 Fri, 16 Oct 2026 20:44:55 GMT OpenRouter New Models OpenRouter — Decider V1.2 is a new 27B checkpoint of Perplexity's decision model, succeeding [Decider V1.1 27B](/perplexity/pplx-decider-v1.1-27b) with the same API contract. Instead of generating text, it reads content passed as `state`... https://www.cisa.gov/news-events/alerts/2026/10/16/cisa-urges-patching-critical-vulnerability-beyondtrust-remote-support https://www.cisa.gov/news-events/alerts/2026/10/16/cisa-urges-patching-critical-vulnerability-beyondtrust-remote-support Fri, 16 Oct 2026 20:38:11 GMT CISA Security Desk CISA — CISA Urges Patching Critical Vulnerability in BeyondTrust Remote Support chayes Oct 16, 2026 Release Date October 16, 2026 Description CISA is aware of critical authentication bypass vulnerability CVE-2026-102764, affecting BeyondTrust Remote Support (formerly Bomgar) versions 26… https://almalinux.org/blog/2026-10-16-pwnescape-cve-2026-99999/ https://almalinux.org/blog/2026-10-16-pwnescape-cve-2026-99999/ Fri, 16 Oct 2026 20:18:35 GMT AlmaLinux News AlmaLinux — A new Linux kernel vulnerability, nicknamed PwnEscape ( CVE-2026-99999 ), has been disclosed. It is a guest-to-host virtual machine (VM) escape: anyone who controls a guest VM can send specially crafted network packets that leak the host’s kernel memory, crash the host, or,…