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Dropping new kubectx feature after 2M downloads since last release that was 1.5yrs ago: You can now create shells targeting a specific k8s cluster. This prevents targeting the wrong cluster when you change your default context globally. $ brew upgrade kubectx

41,764 views • 3 months ago •via X (Twitter)

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The Visual Studio Code insiders version that just shipped and will ship in the next few days will come with an insane amount of new capabilities. A few highlights: - You can now run sub-agents in parallel. Yes, really. I even attached a video. - Major UX improvements for sub agents, especially visible in the chat window - A new search tool wrapped as a sub-agent that iteratively runs multiple search tools: semantic_search, file_search, grep_search Which connects nicely to the point above: multiple searches running in parallel, efficiently and fast - Anthropic’s Message API is now enabled by default - You can choose the model for the cloud agent (three available, all premium) - Extended thinking support when using the Claude cloud agent This is part of the broader multi-vendor cloud support under AgentsHQ I wrote about a few weeks ago - Tasks sent to the background agent (basically the CLI tool) now always run in isolation, each with its own git worktree - In a multi-repo workspace, assigning a task to a cloud agent prompts you to choose the target repo Same behavior when opening an empty workspace with no repo - Support for building an external index for files not supported by GitHub’s default indexing - UI/UX improvements for starting new sessions and switching between local / background / cloud agents - Skills are now first-class citizens, just like prompt files, with better UX indicating when a skill is loaded - Improved API for dynamic contribution of prompt files New V2 includes skills as part of the model. Curious to see the extensions that will leverage this - Finally, initial support for showing context usage percentage per session - Skills are enabled by default - Resizable chat window and session view. Small thing, but it was driving me crazy 😁 - A new integrated browser meant to replace the old simple browser Maybe the beginning of real browser use? - Better UI/UX for token streaming in chat - Ability to index external files not supported by GitHub There’s a lot more. Some of it hasn’t fully landed yet, but everything that has is already in Insiders. The next stable release should drop in early February. As usual, I’m just shocked by the volume of features this team ships every month. After the holiday slowdown, this one is shaping up to be a wild release.

Oren Melamed

29,555 views • 6 months ago

Coffee thoughts - New relationships This caught my attention yesterday. Candace you say Erika and you were never friends? You never had a relationship. Interesting. Now it makes sense on why the attacks on her. (Video 1) She started traveling with you guys immediately after Charlie and her met. I bet that was hard. Now Charlie’s attention was all on Erika. You love to tell the stories about you and Charlie and how you were on the road. But once she came along it was all her and Charlie. Bet that sucked. Hawaii had to be horrible. Everything changed. Is that why you jumped on George so fast? George and Charlie were not friends either. Charlie firing him from TPUK stopped that. You never went out to dinner or hung out as couples. That’s why the only stories of you and Charlie you can tell now is before 2019. You’ve alluded to Erika and new people in Charlie’s life started having his ear when he started dating her. That he changed. You make it sound like those people are why you were let go and he started lying to you. (Video 4) You weren’t even invited to the wedding. Wonder how you took the not being invited. I bet you flipped. It does make me wonder who the gang was you thought would get back together after Charlie died. What old gang Candace? Erika and you never had a relationship. You had already attacked everyone at TPUsa, DW, the Trump family and most of the Conservative Party. Why in the world would you think they wanted you around? (Video 2) You unfollowed Charlie on social media and deleted all the pictures Candace they knew you were nuts. Thats stalkerish ex girlfriend vibes Candace. He had fired you again in May 2024 when you needed him most after losing your job at DW. Did you have hope before that he’d come back and you’d be a duo again? Not only did he fire you, he put Ben who you absolutely detest and think is trying to bankrupt you in your place at the events. Ouch. Besties don’t do that. This is all why the attacks on Erika and everyone that was part of that gang that grey rocked you isn’t it? The ones that had you sitting in a basement and not on the stage. They all worked together to take you down. The fact Erika took Charlie and is in that gang and now has the job you wanted is eating you alive. Vengeance is your vice. (Video 3). Go talk to your priest Candace.

Raven Grace 🇺🇸🇺🇸🇺🇸

17,588 views • 13 days ago

this is the worst local ai will ever be. it only gets better from here. if you are not expanding your mind with these small models you are missing what's happening right now 99 percent tool call success rate. when steered well with the right skills and a framework like hermes agent the node becomes a cognition layer. not a chatbot. not a toy. an extension of how you think. i was cranking this node at 35 to 50 tok/s all day on personal experiments and now after all the work is done qwen 3.5 9B is iterating on its own code. the game it created. fixing its own bugs autonomously. and the part you should probably not miss is that all of this is happening on a RTX 3060. not an H100. not an A100. the card most of you have sitting in a drawer right now. if you just open that drawer and put that intelligence to work every tensor core on that card should be running for you. your work. your experiments. your thinking. you all have it but because nobody told you what this hardware can actually do in 2026 you never tried. the day it unlocks is the day you test your workload, understand the tradeoffs, debug the loops, and then decide if you need to scale the hardware. there is no point buying 3 mac studios when things done well you can squeeze a similar level of intelligence from 9B compared to 70B. but only when you create the right environment for your model through the right harness. and let me tell you i have tried claude code as a local harness. i have tried opencode. i have tried various others. somehow i landed on hermes agent and never left. there is something magical going on at Nous Research. the tool call parsers, the skills system, the way it handles small models natively. nothing else comes close for local inference. own your cognition. your AI. your agent. your prompts. your experiments. why give them away for free. those are who you are and they don't belong on someone else's servers being monitored. just give it a shot with your existing hardware. you run into a problem the community will help you. and if you are migrating from openclaw to hermes i will personally help you make the switch.

Sudo su

58,717 views • 4 months ago

Hey friends, we're excited to announce that an additional 2,000 H100s will be added San Francisco Compute's on-demand market. It's the largest* interconnected cluster, from any provider (including hyperscalers), that you can get on a per hour basis. You're not locked in with San Francisco Compute. If DeepSeek can compete with OpenAI using 2,000 H800s, you too can train a state of the art RL model without ever having to sign a long-term contract that you can't exit. You could have trained DeepSeek-v3 for $4.5m for 1.5mo on SFC or $35m if you could only buy a 1 year contract off market. This was the dream Alex & I had since our audio model company (Junelark) died because it couldn't procure enough GPUs, and it's what we've been working towards for nearly two years. Long-term contracts are a trap; they make it so only the biggest of the big can compete in AI. They force startup founders to raise at massive valuations pre-revenue, which dilutes founders and employees and sets them up to fail when they can't raise their next round. This cluster will roll out over the next few weeks as we scale our infrastructure. Soon you'll be able to access it via our managed Kubernetes service or by reaching out to set up a custom solution. We're also exploring other ways of partnering with service providers to let them offer GPU-based services, like workers and inference endpoints, without being forced into a long-term contract with a hyperscaler. You no longer need to bet your company on GPU prices to offer GPU-based services. * We think! If you know of a larger, please correct us!

evan conrad

92,590 views • 1 year ago