New data shows a 40% drop in junior hiring, while senior engineers benefit from AI augmentation. The sector reveals a bifurcated impact amid economic factors.
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AI & Tooling
84 posts
OpenEuroLLM. The third path.
OpenEuroLLM, a major pan-European project, faces significant compute challenges in developing multilingual sovereign LLMs, with first models due July 2026.
Fair-value appraisals for used GPUs and AI hardware
A new manual valuation method is being tested to establish fair market prices for used AI hardware, aiding brokers in resolving pricing disputes.
The Machine Economy — Capital-Heavy, Human-Light, Trading With Itself
Analysis of the emerging machine economy where AI-driven firms operate with minimal human labor, reshaping markets and governance.
Three Public Vulnerabilities. Chained.
A chain of three publicly documented vulnerabilities was exploited in the TanStack npm packages on May 11, 2026, revealing a sophisticated supply-chain attack.
The Roblox Cheat That Broke Vercel.
A Roblox auto-farm script downloaded by a Vercel employee via Context.ai led to a major breach, exposing customer credentials across multiple platforms in April 2026.
ShinyHunters · The New APT Model.
ShinyHunters has evolved into a distributed, AI-enabled extortion collective operating as a brand and affiliate network, redefining traditional threat models.
The OAuth Permission Apocalypse.
An analysis of the growing risk from overly permissive OAuth permissions, exemplified by recent supply chain breaches, and why industry-wide change is urgent.
The Defender’s Counter-Cascade.
Google’s Threat Intelligence Group disclosed the first real-world AI-built zero-day exploit on May 11, highlighting deployment gaps in AI-driven cybersecurity defenses.
One-idea-per-email drip platform for developer onboarding
A new drip email platform designed for developer onboarding emphasizes sending one clear technical idea per message, aiming to improve activation rates.