Amen.

IIRC we've discussed transparent logs and witness networks witness-network.org

Witness all things. Don't trust, verify.

a group of robots are dancing in a room with lots of windows ALT: a group of robots are dancing in a room with lots of windows

Two LLMs and me. Each in a tmux pane (same session). Told them to pair with over tmux send-keys. AMA

Podman Desktop 1.26 Release | Podman Desktop Podman Desktop 1.26 has been released!

🚀 Podman Desktop 1.26 is out!

New improvements to make container & Kubernetes workflows smoother:

✨ Cert sync to VMs
🔐 Extension auth controls
📦 Better image pulls
🔎 Env-based filtering
🛠️ Troubleshooting tools
Read Blog: buff.ly/WIxjZQ4

#PodmanDesktop #Containers #Kubernetes

Love the MicroFreak. Didn't get the vocoder edition and just wired my own mic to it. Super fun.

This week's deepdive hit a nerve.

It's true: there are more and more signs that AI agents help increase *output* but they result in worse *quality.* Unless something changes. And something needs to change, clearly!

The deepdive: newsletter.pragmaticengineer.com/p/are-ai-age...

Here's hoping it's as a good rendition of the book as The Martian is 🙏🏼

This is the only place I'm having trouble adopting ctx so far, sub-agents. They seem to forget/ignore I want them to rely on ctx. Aside from that, ctx is pure gold!

We all need a human being eventually. Customer support definitely requires humans. Don't take them out. Bots can filter most "noise" but there must be a red button that calls the grown-ups. Definitely should have been the case here. Thankfully, a kind soul was listening on Bluesky.

🚨🚨🚨🌈

I'm building something on top of Cilium and I'm continuously amazed how this gets to be OSS. Sure, it's also a reason why it's so successful - I believe - but still. Big kudos to every contributor but especially to the founding team for sticking to it and building an amazing project and community ❤️

That helps with the current interaction.

But it doesn’t necessarily create a durable project memory that evolves with the repo.

Think of it like this:

Runtime context tools (beads, RAG, etc.) -> What should the model see right now
ctx -> What should the project remember forever

Agreed.

If they already have identities, wouldn't federation be enough? Actually, federation would be required for these identities to be validated and eventually craft SPIRE SVIDs for said workloads, right?

Company Lacks Manpower To Complete Newest Round Of Layoffs

Company Lacks Manpower To Complete Newest Round Of Layoffs theonion.com/company-lacks-manpower-t...

Kubernetes SIG-Security docs have been doing some work to refresh the OWASP Kubernetes Top 10, to help cluster operators and users have a clear idea of where to start with Kubernetes security. slightly delayed, we have our draft top 10 out now. Any feedback very welcome

owasp.org/www-project-...

Introducing the #Gemara Model -- a new framework for GRC engineering.

It outlines a 7-layer architecture designed to help teams standardize how security policies are defined, enforced, and measured.

📖 Blog:
openssf.org/blog/2026/03...

📄 Publication:
openssf.org/resources/ge...

I am struggling to wrap my head around AI assistance for large projects and engaged in a thread asking about ctx vs beads. Maybe you have insight you want to share 🙏🏼

This is probably good feedback for @volkan.io

Absolutely not. Always ask your local Facebook group. DYOR

Both seem to address the memory problem and provide task management so I'd say yes ctx.ist/home/common-...

Is beads similar to ctx.ist?

This thread looks like gold to me. Thanks a ton, sir 🙇🏻 will report in a few weeks. One thing I'm definitely changing in my approach: I am going to drastically reduce the scope of the project I'm working on to fit into "a session", and iterate from there. I mean, phased dev is the point after all.

Oh that's valuable feedback. Guess I'm not that far off then. How about memory for larger projects? Do you trust Claude's internal memory- whatever it is? What if you want to share it with your team? Have you looked at ctx or similar?

I am curious. Are you successfully adopting LLMs in your professional life? Do you find yourself maintaining a lot of markdown these days? Are you sharing your learnings in a blog or something? I genuinely feel overwhelmed.

I trust no one ❤️‍🔥

Oh wow

Crypto's 24/7 platforms dominated Iran war trading when markets closed Over the weekend, as US and Israeli strikes on Iran unfolded, decentralised crypto exchanges operating around the clock became the primary venue for real-time price discovery in oil, gold and other assets.

Over the weekend, as US and Israeli strikes on Iran unfolded, decentralised crypto exchanges operating around the clock became the primary venue for real-time price discovery in oil, gold and other assets.