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News
Moving Scheduled LLM Curation from Cloud APIs to Local Models
40+ min ago (988+ words) Scheduled LLM curation is the least glamorous agent workload you run. A cron job wakes up at 3am, reads a pile of memory, asks a model to dedupe it, summarize it, re-rank it, and writes the result back. Nobody is watching....
KDE Announces "Bulletproof" KDE Suite with Three Years of Support
5+ hour, 33+ min ago (201+ words) The KDE Project, Kubuntu Focus, and Techpaladin Software announced today a new project for those who need long-term support (LTS) for the KDE Plasma desktop environment and related KDE applications called the “bulletproof” KDE suite. Since the KDE Project dropped…...
Notify vs Postmark for Transactional Email: Which Is Simpler for a Small Engineering Team?
1+ hour, 2+ min ago (242+ words) A small engineering team usually means nobody's full-time job is "manage the email provider." In that context, simple should mean: how many new concepts does someone have to learn before this works, not just how polished the product feels once…...
Multi-Cloud S3-Compatible Strategy: Avoiding Vendor Lock-In (2026)
1+ hour, 4+ min ago (469+ words) Most teams assume they're portable because their app talks the S3 API. That assumption breaks the first time a cloud jacks up prices or you actually need to leave. The API was never the trap. Everything built on top of it…...
Beyond the Prompt: Building Unhackable AI Agents — Lessons from GitHub's Top Security & Gateway Repos
1+ hour, 2+ min ago (594+ words) Practical security architecture for AI agents: prompt injection defense, tool-use hardening, and gateway patterns from GitHub's top open-source repos. Tagged with ai, machine, learning, beyond....
Cloud Computing (AWS/Azure) Explained: What It Means for Consumers and Businesses in the USA
1+ mon, 5+ day ago (300+ words) Amazon opened Amazon Web Services to outside customers in 2006. Microsoft followed with Azure in 2010. The pitch was simple. Instead of buying servers, wiring a room full of them, and hiring people to keep them cool, a company could rent computing…...
Octen Model Gateway Review (2026)
10+ hour, 56+ min ago (504+ words) Octen Model Gateway provides a unified API solution for AI agents, integrating various frontier models while enabling live web data searches. AI citations, backlinks and a climbing Domain Rating — on autopilot. Here's a first year on Wire: first year, simulated…...
Governed Autonomy For The Software Factory – IT Business Net
7+ hour, 31+ min ago (194+ words) Inside the case for Autonomous Software Operators, agents built to modernize, verify, and defend mission code without stepping outside human control. Why now: a pipeline under strain FIG. 02 Still, the US gov and its software partners are in a race…...
GitHub Universe 2026 Schedule Drops
5+ hour, 57+ min ago (141+ words) GitHub Universe 2026 schedule is out, focusing on AI development, Copilot, and enterprise DevSecOps with top industry speakers. Visual TL;DR. GitHub Universe 2026 features Focus: AI Dev. Focus: AI Dev includes Copilot & LLMs. Focus: AI Dev and Enterprise DevSecOps. Enterprise DevSecOps…...
Visual Studio Code 1.133 brings flexibility to Claude sessions
1+ hour, 12+ min ago (165+ words) Microsoft has released Visual Studio Code 1.133, an update to its code editor that brings more flexibility to Anthropic Claude sessions. The update also allows users to open the Agents window without signing in to GitHub. VS Code 1.133 was released August…...