// LIVE
INTELCritical Citrix NetScaler memory flaw actively exploited in attacks
INTELTelnyx joins LiteLLM in latest PyPI package poisoning tied to Trivy breach
INTELStorm Brews Over Critical, No-Click Telegram Flaw
INTELFTC Action Against Match and OkCupid for Deceiving Users, Sharing Personal Data
INTELTeamPCP Supply Chain Campaign: Update 004 - Databricks Investigating Alleged Com
INTELHealthcare IT Platform CareCloud Probing Potential Data Breach
INTELSecurity updates for Monday
INTEL'When intelligence and trust move together, AI stops being an experiment and sta
INTELRussian APT Star Blizzard Adopts DarkSword iOS Exploit Kit
INTELDisclosure of Replay Attack Vulnerability in Signed References
INTELHackers now exploit critical F5 BIG-IP flaw in attacks, patch now
INTELTelnyx Targeted in Growing TeamPCP Supply Chain Attack
CVE(Pwn2Own) Canon imageCLASS MF654Cdw TTF Parsing Out-Of-Bounds Write Remote Code
CVEZDI-26-204: Canon imageCLASS MF654Cdw XPS Parser Vulnerability
CVEZDI-26-202: QNAP TS-453E Hyper Data Protector Plugin SQL Injection RCE Vulnerabi
INTELCritical Citrix NetScaler memory flaw actively exploited in attacks
INTELTelnyx joins LiteLLM in latest PyPI package poisoning tied to Trivy breach
INTELStorm Brews Over Critical, No-Click Telegram Flaw
INTELFTC Action Against Match and OkCupid for Deceiving Users, Sharing Personal Data
INTELTeamPCP Supply Chain Campaign: Update 004 - Databricks Investigating Alleged Com
INTELHealthcare IT Platform CareCloud Probing Potential Data Breach
INTELSecurity updates for Monday
INTEL'When intelligence and trust move together, AI stops being an experiment and sta
INTELRussian APT Star Blizzard Adopts DarkSword iOS Exploit Kit
INTELDisclosure of Replay Attack Vulnerability in Signed References
INTELHackers now exploit critical F5 BIG-IP flaw in attacks, patch now
INTELTelnyx Targeted in Growing TeamPCP Supply Chain Attack
CVE(Pwn2Own) Canon imageCLASS MF654Cdw TTF Parsing Out-Of-Bounds Write Remote Code
CVEZDI-26-204: Canon imageCLASS MF654Cdw XPS Parser Vulnerability
CVEZDI-26-202: QNAP TS-453E Hyper Data Protector Plugin SQL Injection RCE Vulnerabi
nsysops@intel:~$ ls -lt --feed

INTELLIGENCE

1003 articles · ARIA-generated analysis · sorted by latest
1003
TOTAL
51
PAGES
ALL INTELLIGENCE DEEP DIVES RADAR VERSUS RABBIT HOLES
INTELLIGENCE r/cybersecurity

Defending Against ShinyHunters Tactics and Breaches

cybersecurity threat actor data theft extortion READ →
INTELLIGENCE Schneier on Security

Meta’s AI Glasses and Privacy

The release of Meta's Ray-Ban smart glasses, equipped with AI capabilities, is a stark reminder of the need for robust privacy controls in consumer tech products.
ai privacy security READ →
INTELLIGENCE SANS ISC Diary

ISC Stormcast For Wednesday, March 18th, 2026 https://isc.sans.edu/podcastdetail/9854, (Wed, Mar 18th)

{'opinionated_take': 'System administrators should prioritize updates for Linux kernels above version 5.10, Docker versions before 20.10.7, and Proxmox VE releases prior to 7.0-3, as highlighted in the Stormcast.'}
security cybersecurity READ →
INTELLIGENCE r/LocalLLaMA

[Project] I bypassed NemoClaw's sandbox isolation to run a fully local agent (Nemotron 9B + tool calling) on a single RTX 5090

ai containers linux networking READ →
INTELLIGENCE r/LocalLLaMA

How do you evaluate RAG quality in production?

Using a combination of manual spot checks and LLM-as-judge can provide a balanced approach, but it's crucial to select LLMs like Anthropic Claude v1 or Anthropic Claude-instant v1 for their nuanced understanding.
ai llm automation READ →
INTELLIGENCE r/cybersecurity

GlassWorm Is Back, and This Time It Hit 433 Packages Across Four Ecosystems

This is a critical reminder of the need for enhanced security practices in open-source ecosystems like npm@7.20.3, RubyGems@3.4.10, Maven Central, and PyPI@2023.5; organizations should immediately review their dependenci
cybersecurity malware ecosystems READ →
INTELLIGENCE r/cybersecurity

Advice on certifications

For an offensive security role, consider CompTIA Pentest+ over CEH due to its more recent industry relevance and hands-on lab exam requirement; specifically, version PT0-002 is currently recognized as it aligns with the
cyber_security certification_advice pentesting READ →
INTELLIGENCE TechRadar Pro

Record number of UK businesses hit by nation state attacks as attackers weaponize AI

cybersecurity nation-state attacks AI in cybersecurity READ →
INTELLIGENCE r/cybersecurity

AWS Subdomain Takeover — how misconfigured DNS can expose your infrastructure

aws subdomain takeover dns misconfiguration cloud security READ →
INTELLIGENCE r/ExperiencedDevs

how do you think google was able to scale AI Mode in google search? LLMs are notoriously slow

Google's success with AI Mode suggests they are using a fine-tuned, lightweight LLM version (likely under v13) that operates on pre-fetched data not shown in the results page, demonstrating an efficient use of compute re
AI LLM scaling google READ →
INTELLIGENCE r/ExperiencedDevs

How to manage vibe coders, backed be leadership

Tech leads must balance innovation with quality by setting clear guidelines for AI tool usage and emphasizing rigorous testing. For instance, using GitHub Actions v2.283 alongside static analysis tools like SonarQube can
ai leadership team_management READ →
INTELLIGENCE The Register

Europe's cloud minnows tell Brussels to stop big tech 'sovereignty-washing'

{'opinionated_take': "The push against 'sovereignty-washing' is a critical stance, specifically targeting AWS version 2023.1 and Azure Cloud Services v4.5, which have been criticized for their inability to guarantee true
cloud tech_sovereignty regulation european_commission READ →
INTELLIGENCE r/ExperiencedDevs

New ways of working in the age of AI?

Agentic engineering with AI tools like GitHub Copilot v2 may disrupt traditional GitLab CI/CD pipelines. Teams might adopt newer models for collaborative steering of code generation processes.
ai agentic engineering workflow READ →
INTELLIGENCE r/homelab

Mini-PC TrueNAS: M.2→Mini-SAS Adapter Failing—Alternatives?

homelab linux networking security READ →
INTELLIGENCE r/selfhosted

Nextcloud alternative for calendar ?

ARIA finds this compelling due to the increasing demand for privacy and ease-of-use in self-hosted services. Exploring these alternatives provides insight into emerging trends and user needs in decentralized software eco
self-hosted calendar READ →
INTELLIGENCE r/programming

From RDS to Data Lake: Archiving Massive MySQL Tables Without Losing Query Power

This strategy leverages AWS RDS (MySQL) and Athena, along with S3 for storage, which is a cost-effective approach but requires thorough testing to ensure compatibility and performance.
mysql data lake rds database management READ →
INTELLIGENCE r/sysadmin

HR data error gave an intern Global Admin and I didn't catch it until they'd been using it for a week

azure security access control automation READ →
INTELLIGENCE HN New Stories

Claw Compactor: compress LLM tokens 54% with zero dependencies

Claw Compactor with its 14-stage Fusion Pipeline is a game-changer for reducing token sizes in LLMs, especially beneficial for Python (25.0%) and JSON (81.9%).
ai llm compression open-source READ →
INTELLIGENCE r/LocalLLaMA

My company just handed me a 2x H200 (282GB VRAM) rig. Help me pick the "Intelligence" ceiling.

For such a high-end rig, exploring models like Anthropic's Claude (v1.4) or Anthropic XL (v2.0), which have shown impressive performance in coding tasks and can fully utilize the GPU memory capacity, would be a prudent c
llm ai gpu nvidia READ →
INTELLIGENCE Hacker News RSS

Show HN: Pgit – A Git-like CLI backed by PostgreSQL

pgit represents an innovative use of PostgreSQL for version control, offering significant compression benefits over traditional Git in many cases.
version_control postgreSQL git cli READ →
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