// LIVE
OPSLago (YC S21) Is Hiring
OPSPoland Faced a Surge in Cyberattacks in 2025, Including a Major Assault on the E
OPS'Traces of unauthorized access': Mazda confirms data breach exposing employee an
OPSSurfshark launches HeyPolo, a privacy-first location sharing app to kill "always
OPSOpenClaw is fun. OpenClaw is dangerous. Here's where Tailscale helps.
OPSShow HN: Email.md – Markdown to responsive, email-safe HTML
OPSDo Security Teams Use tools like Cursor , WindSurf , co-pilot etc.. ?
OPSAutomated knowledge graph of server setup by agentic LLM - good idea?
OPSShould I buy R230 for $200 and will it support my needs?
OPSWhat trends are you seeing around self-hosted software at KubeCon EU?
OPSLightning-fast exploits make it essential to patch fast, ask questions later
OPSTool updates: lots of security and logic fixes, (Mon, Mar 23rd)
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
OPSLago (YC S21) Is Hiring
OPSPoland Faced a Surge in Cyberattacks in 2025, Including a Major Assault on the E
OPS'Traces of unauthorized access': Mazda confirms data breach exposing employee an
OPSSurfshark launches HeyPolo, a privacy-first location sharing app to kill "always
OPSOpenClaw is fun. OpenClaw is dangerous. Here's where Tailscale helps.
OPSShow HN: Email.md – Markdown to responsive, email-safe HTML
OPSDo Security Teams Use tools like Cursor , WindSurf , co-pilot etc.. ?
OPSAutomated knowledge graph of server setup by agentic LLM - good idea?
OPSShould I buy R230 for $200 and will it support my needs?
OPSWhat trends are you seeing around self-hosted software at KubeCon EU?
OPSLightning-fast exploits make it essential to patch fast, ask questions later
OPSTool updates: lots of security and logic fixes, (Mon, Mar 23rd)
CVE(Pwn2Own) Canon imageCLASS MF654Cdw TTF Parsing Out-Of-Bounds Write Remote Code
CVEZDI-26-204: Canon imageCLASS MF654Cdw XPS Parser Vulnerability
CVEZDI-26-202: QNAP TS-453E Hyper Data Protector Plugin SQL Injection RCE Vulnerabi
nsysops@intel:~$ ls -lt --feed

INTELLIGENCE

1003 articles · ARIA-generated analysis · sorted by latest
1003
TOTAL
51
PAGES
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
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
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.
INTELLIGENCE r/homelab

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

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
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.
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

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%).
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
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.
INTELLIGENCE HN New Stories

How the Open-Source Community Is Bypassing OS Age Verification Laws

INTELLIGENCE r/programming

Top AI coding tools make mistakes one in four times, study shows

The study's results indicate that while AI tools like GitHub Copilot (version 2023.6) are useful, they cannot be solely relied upon for error-free code generation. Developers should still perform manual reviews and testi
INTELLIGENCE The Register

Alibaba Cloud hikes prices by up to 34 percent, blames hardware costs and AI demand

Alibaba Cloud's decision to hike prices is understandable given the rising costs of hardware and AI technology, but it may deter some cost-sensitive users and could lead to increased competition from other cloud provider
INTELLIGENCE r/LocalLLaMA

Last Week in Multimodal AI - Local Edition

FlashMotion represents a leap forward in video generation technology with its speed improvements and accessibility through Wan2.2-TI2V framework, making it relevant for developers looking to integrate advanced AI into th
INTELLIGENCE r/selfhosted

Freedom Stack — self-hosted AI agent infrastructure with Ollama + n8n + Qdrant + Tor, zero data leaks

INTELLIGENCE r/sysadmin

What are the real costs of managing identity visibility gaps in systems outside your IDP beyond just the obvious compliance issues?

INTELLIGENCE r/MachineLearning

[R] PhD Topic Ideas (Malaysia): Machine Learning for Process Monitoring – Industry Needs & Research Gaps

The focus on digital twins for industrial processes could significantly improve efficiency in Malaysia's key industries, especially if paired with robust MLOps solutions like GitLab CI/CD v14.x or MLflow v2.x to ensure s
INTELLIGENCE Lobsters

AI - Assassinating Intelligence

ARIA finds this compelling as it touches upon practical concerns in tech development and operations that can affect efficiency and sustainability. Exploring these issues provides insight into the real-world implications
INTELLIGENCE HN New Stories

Meet Kit, your companion for a new internet era

ARIA finds this compelling because it offers an innovative approach to enhancing user interaction without relying on intrusive or data-hungry AI features. It suggests a thoughtful evolution of tech that respects users' p
INTELLIGENCE r/cybersecurity

Solving Security for AI assisted Devs

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