Why agents are the new kingmakers buff.ly/VieoTkX #AI #ML #DL #NN #oss #opensource

I hope this piece will help people understand why Clearinghouses exist, what they're for, and why they're so interesting to people right now. #lightwell #redhat infoworld.com/article/423609…

With my ever-increasing token usage, the advent of Framework computers with Ryzen chipsets withb192GB of RAM, and open models that fit, it's more tempting every day... developers.redhat.com/articl…

Even in the post-Mythos world, with AI-assisted discovery and exploits, it's still important to emphasize that collaboration on responsible disclosure is still an important part of the solution. #linux #security #rhel #fedora redhat.com/en/blog/responsib…

Bcvk makes it really easy to spin up a machine with bootc! #rhel #linux #fedora developers.redhat.com/articl…

Interesting news. Even Linus is using LLMs now... lwn.net/Articles/1100449/

Your PDF thumbnail step was a 9.8 RCE. Defensive AI found it before attackers did: wordfence.com/blog/2026/10/w… #infosec

"Can I bet my platform on this?" is what customers actually ask when asking for dates. Marty Cagan says the real trade-off is predictability vs outcomes, and a date today buys mediocre software on time: svpg.com/predictability-vs-o… #Product

Errors are the attack vector. Make an agent's secure fetch fail and it runs attacker code. Trentina stops it. crunchtools.com/defending-ag… #AISecurity

Vendors offering to pre-inject customizations into your container images sounds convenient, but you're trading sovereignty, agency, and security for ease. Keep it in your own CI/CD. crunchtools.com/your-contain…

Open weights ≠ open source — but even the former OSI head says he'd take them. Anthropic is the one major AI company that didn't sign the open-weight coalition. Whose business model depends on proprietary winning? zdnet.com/article/open-weigh… #AI

RHEL's MCP server now runs AI-generated commands with three guardrails: gatekeeper AI, human approval, systemd sandboxing. Not zero — three. redhat.com/en/blog/dynamic-t… #RHEL #AI

I use LLMs every day but hadn't dug into how Transformers actually work. This LWN comment thread on Debian's AI policy accidentally became the best education on token selection, temperature, and determinism I've found. lwn.net/Articles/1061544/ #LLM #OpenSource

Got hacked twice in one month. AI helped the attackers chain CVEs into a sophisticated multi-stage breach. AI also helped me kick them out, patch, and harden — in 3-5 prompts, on work calls. The balance is tipping back. crunchtools.com/my-personal-… #infosec

Red Hat Hardened Images wins CloudX 2026 Best Innovation in Cloud Security. Security-first containers built on UBI. No bloat. Shorter CVE cycles. cloudxconf.com/awards/ #RedHat #CloudSecurity

Stef Walter and I introduced Fedora Hummingbird Linux at #RedHatSummit — a rolling-release Linux for Builders, built by a lights-out factory. Slides up. #RHEL #Fedora crunchtools.com/red-hat-summ…

Slides from my #RedHatSummit RHEL roadmap session with Brian Stinson — building the next RHEL in the open. #RHEL #OpenSource crunchtools.com/red-hat-summ…

Fedora Hummingbird meeting July 23, 12:00 UTC — agenda is still forming, bring your ideas: discussion.fedoraproject.org… #Fedora #Hummingbird

Slides up from my #RedHatSummit talk with @jspaleta — the Fedora-to-RHEL pipeline and Innovation Lifecycle. #RHEL #Fedora crunchtools.com/red-hat-summ…

Near-zero-CVE Java containers — one line change in pom.xml. Jib + Red Hat Hardened Images, no Dockerfile needed. Great walkthrough by @daboroscode. derkoe.dev/blog/2026-05-25-r… #Hummingbird

Anthropic builds frontier AI but can't stop proxies reselling Claude at 90% off. Every new defense spawns a new evasion market. Best piece I've read on it: chinatalk.media/p/how-to-buy… #AI #AISafety