PublishLens Article Library
Explore source-grounded articles across engineering, applied AI, science, business, and policy, with practical context and clear topic desks for every reader.
AI Can't Recommend What It Can't Understand: How to Make Your Products Easier for AI Systems to Evaluate
AI shopping agents and recommendation engines can only recommend products they can properly evaluate. Here's how structured product data, semantic markup, and attribute completeness determine whether your products get surfaced by AI systems or buried in the noise.
How a Benign GitHub Repo Can Hijack Your Machine Through AI Coding Agents
Mozilla's 0DIN researchers demonstrated a supply-chain attack where a clean-looking GitHub repository tricks AI coding agents like Claude Code into executing a reverse shell — with no malicious code ever committed to the repo, only a DNS TXT record controlling the payload at runtime.
GodDamn Ransomware Hijacks Microsoft-Signed Driver to Kill Security Software with PoisonX BYOVD Attack
A deep technical breakdown of how the GodDamn ransomware group abused a Microsoft-signed kernel driver named PoisonX via Bring-Your-Own-Vulnerable-Driver (BYOVD) to disable endpoint protection before encrypting files—plus what defenders can actually do about it.
Beyond Titles: Rethinking the 'Software Engineer' Definition
Challenging traditional academic distinctions in the tech industry regarding the role of formal credentials versus practical skill in software engineering.
Identity-First Extortion: How the Helix Gang Uses Vishing and Device-Code Phishing to Steal SharePoint Data
A new data-extortion group called Helix is leveraging identity-focused attack techniques — voice phishing, device-code authentication abuse, and MFA hijacking — to compromise Microsoft 365 tenants and exfiltrate SharePoint data for ransom.
New York Halts Large Datacenter Permits in First State Moratorium on AI Infrastructure
Governor Hochul signs executive order pausing environmental reviews for 50 MW+ datacenter projects while the state develops new rules on utility rates, air quality, and community benefits.
Kevin Weil Joins Stoke Space Board as Reusable Rocket Ambition Heats Up
Kevin Weil, a veteran tech executive with stints at Twitter, Meta, Planet Labs, and OpenAI, has joined the board of Stoke Space—ushering in a new phase for the Seattle startup’s push to deliver the first truly reusable rocket in the competitive aerospace landscape.
Enterprise .NET LTS Window Too Narrow for Real-World Upgrade Cycles
A renewed GitHub debate reveals that Microsoft's three-year LTS support for .NET leaves enterprises with only one year to adopt each new release — far shorter than Java or Python's lifecycles — forcing many to cling to the aging .NET Framework.
SAP's EU Antitrust Settlement and the Cloud Security Incident Response Playbook
The European Commission's antitrust settlement with SAP over legacy support practices exposes a critical gap in most cloud security incident response playbooks: vendor lock-in risk. With ECC's support cliff approaching and only 39% of customers having migrated, security teams need to factor maintenance flexibility into their incident planning.
Fake GitHub Repos, Real Damage: A Case Study in AI Cybersecurity Threats
A threat actor published nearly 300 fake GitHub repositories impersonating legitimate software and security projects to distribute the BoryptGrab infostealer, collecting data from 19 browsers, 32 crypto wallets, and messaging apps before exfiltrating to a Russia-based C2 server.
Google’s New AI Disclosure Labels: What Advertisers Need to Know Now
Google is rolling out mandatory AI transparency labels for ad creative across Search, YouTube, and Discover. Here’s how the new requirements affect your campaigns, workflows, and creative production pipelines.
The Hidden Architecture of SEO: What Google Actually Rewards (And What It Ignores)
Expanded article on search engine ranking factors covering on-page, off-page, and technical SEO with actionable guidance grounded in Moz research and Google's public guidance