Auto-aggregated global tech articles · 1,220 posts
DevOps
I deleted a scheduled task yesterday, deployed it, watched five checks pass, and then found the task still running on the server. The task was worth deleting. It ran every hour on Celery Beat and its entire body was this: # TODO: Implement actual cleanup logic cleaned_count = 0 # Placeholder l
Backend
Building Sub-Microsecond OS Event Gating and Micro-Rollbacks for AI Agents published: true tags: ai, opensource, python, security canonical_url: https://bartholomew.info cover_image: https://bartholomew.info/assets/bartholomew_social_preview.png If you build autonomous agents with LangCh
Database
A customer writes in: "my last three orders are missing." Someone has to open a database and look. We built an AI agent that does that part. It reads the ticket, forms a hypothesis, queries the customer's own systems, and writes up what it found with the queries attached as evidence. Useful. Also,
Frontend
Game engines are production systems. They need deterministic transforms, collision, navigation, materials, lighting, streaming, and versioned assets. Shapezo is useful before those constraints fully dominate the work: it helps a team compose the spatial relationships that make a world readable and p
Frontend
Look for this in your error tracker: Uncaught NotFoundError: Failed to execute 'removeChild' on 'Node': The node to be removed is not a child of this node. There is no local repro. The affected sessions have nothing in common, until you notice they had page translation on. I spent about a
Security
À medida que ecossistemas de agentes se tornam mais distribuídos, um dos principais desafios deixa de ser a implementação da lógica de negócio e passa a ser a interoperabilidade entre agentes desenvolvidos por diferentes organizações, linguagens e infraestruturas. O OpenIntent Protocol (OIP) propõe
Industry
Following the lead of companies like Xteink, Lexar is the latest to sacrifice a USB-C port in the pursuit of slimming down its hardware. When the Lexar Muse Ultra-Slim Portable SSD launches later this year in 512GB and 1TB capacities it will be one of the slimmest you can buy. At its thickest point
Industry
After showing off several smart home firsts at CES, Aqara has returned to IFA with a major lineup of smart lighting compatible with both Zigbee and Thread. One of these new devices is the Floor Lamp T1, which trades the look of a typical lamp for an LED-equipped pole attached to a base. The lamp […]
Industry
RugOne's Xsnap 7 Pro comes with both an IP68 and IP69K rating, meaning the rugged phone can survive intense water blasts and complete submersion for up to 30 minutes. But what really sets the Xsnap 7 Pro apart from everything else on the market is that one of its three rear cameras can be removed […
![How many repeated LLM queries are enough? Testing a pilot-based reliability protocol [R]](https://zhuo7.cn/storage/uploads/covers/2026/09/c78c7018-e7c8-4ad0-806d-47b070bb0a6f.webp)
AI & ML
I’m the author of a new preprint on repeated-query auditing of LLM brand recommendations, and the founder of Rankfor.AI. The practical question: how many times should we repeat a prompt before comparing results? The paper applies generalizability theory: estimate variance components from a pilot, th
Industry
Article URL: http://www.techdirt.com/2026/09/03/hackers-had-a-live-feed-of-every-id-this-verification-company-scanned-for-over-a-year/ Comments URL: https://news.ycombinator.com/item?id=49561320 Points: 35 # Comments: 7
