Open-source News

Why single AI agents fail at scale: Building governed multi-agent networks

Red Hat News - Thu, 07/23/2026 - 08:00
A secured agent that can't reach anything is just expensive autocomplete with a badge. In "Why prompt-level guardrails aren't enough," I walked through how Red Hat AI allows you to give each agent a cryptographic identity and lock down what it can touch. That solves the trust problem, but it doesn't solve the connectivity problem, and the connectivity problem is where I see most enterprise agent rollouts stall—not because the model fails, but because the plumbing does.In our previous articles, we talked about how 3 failures hit a single AI agent deployment overnight—43 duplicate tickets, $

Taming existing tech: A strategic approach for insurance modernization

Red Hat News - Thu, 07/23/2026 - 08:00
Insurance remains an incredibly data-heavy industry with deep roots. Based on product offerings and strict regulatory data retention rules, a significant number of existing systems, some decades-old, are still in operation. It's not uncommon to find COBOL-coded applications or AS/400s continuing to run mission-critical workloads.There's a valid reason for this: the insurance sector was an early adopter of these data-heavy environments, and the technology worked well.However, managing this data over decades created heavy technical debt. For example, liability insurance policies often require da

Lemonade 11.5 Local AI Server Released With Completed Lemonade Router

Phoronix - Thu, 07/23/2026 - 06:35
Just one week after releasing Lemonade 11.0, the Lemonade 11.5 local AI server was released today for this open-source AMD backed project during their AMD Advancing AI event...

SDL Lands HDR10 Rendering Support

Phoronix - Thu, 07/23/2026 - 03:13
Sam Lantinga of Valve and SDL fame has landed HDR10 rendering support into the Simple DirectMedia Library...

COSMIC Epoch 1.4 Released With More Fixes, Force Quit For COSMIC Monitor

Phoronix - Thu, 07/23/2026 - 02:48
System76 developers today released COSMIC Epoch 1.4 as the newest stable release to their Rust-based desktop environment...

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