Linkstream

nice way to reduce port conflicts.
i also use unix sockets for that, where the servers/clients support them (eg Golang ones)
https://portless.sh

one more vulnerability https://github.com/V4bel/dirtyfrag

interesting writeup on inference economics

tldr it doesn't scale as good as "regular web services" where it's possible but hard to get to 80-90% utilization, and is more like 40-50% even with an idealized load
https://www.anjalishriva.com/fat-tails

this is getting boring, but
PyPi lightning 2.6.2/2.6.3 (a dependency of pyannote-audio, you maybe use it if you do speech recognition) and npm intercom-client 7.0.4 compromised (maintainers hacked)

https://copy.fail/ ahem. do tell your sysadmin. any-linux privilege escalation, docker escape in many configurations too. fun times!

crazy and beautiful at the same time
https://wine-assembly.berrry.app/story.html

how coding agents might just unlock a whole new sphere of creativity
https://andymatuschak.org/tat/

To invent a new user interface, you need both imaginative design skill and fluent technical skill. Very few people possess both. ... also requires deep domain insight. I think of Steinberg inventing the timeline editor in Cubase after years as a musician and producer, or Bricklin inventing the dynamic spreadsheet while at Harvard Business School.

⚠️ PSA: BitWarden CLI compromised in ongoing supply chain attack campaign
https://thehackernews.com/2026/04/bitwarden-cli-compromised-in-ongoing.html

TLDR: No need to beg for the Mythos access, you can find zero-day vulnerabilities with today's open models just fine too.
https://arxiv.org/abs/2604.20801
https://github.com/berabuddies/agentflow

psa: Vercel just had a major security incident; better to consider sensitive env vars in deployments leaked
https://vercel.com/kb/bulletin/vercel-april-2026-security-incident

i think this can be upgraded all the way to the infinite-context models
https://microsoft.github.io/memento/blogpost/

noninvasive deep brain stimulation! aka computer -> brain side of the interface!
https://www.nature.com/articles/s41467-026-70346-x

PSA: npm axios package has been hacked, unlike LiteLLM if you do frontend you probably DO use it;
npm pins package version by default but at least def dont npm i axios rn.

bun has minimumReleaseAge; also i've arrived at radical golang-style dependency vendoring via npm pack if I don't foresee them updated often
https://x.com/feross/status/2038807290422370479?s=46

cyberpunk is upon us!

tldr: models are becoming better and better hackers, whether you want it or not, and until we find and patch most not-yet-discovered vulns it's gonna be fun times
https://www.youtube.com/watch?v=1sd26pWhfmg

see also: ctf-agent takes 1st place on BSides SF 2026 CTF
https://github.com/verialabs/ctf-agent

⚠️ PSA: LiteLLM 1.82.7, 1.82.8 on PyPI has been hacked and contains code that extracts credentials etc from the machine where it runs then self-replicates

IoCs:
File: litellm_init.pth (34,628 bytes) in site-packages/
File: ~/.config/sysmon/sysmon.py
File: ~/.config/systemd/user/sysmon.service
Domain: models.litellm[.]cloud
K8s: node-setup-* pods in kube-system

always pin your dependency versions.

there's no magic in the world other than one that you can bring
https://fixupx.com/IterIntellectus/status/2032858964858228817?s=20

psychedelics & outdoors potentiate each other's effects & make them longer lasting -- for treatment-resistant depression, in this case
https://pmc.ncbi.nlm.nih.gov/articles/PMC12967759/

The Matrix v0.1 ALPHA
(full fruit fly brain simulation plus simplified embodiment by Eon Systems)

Scale it 1000000 times larger to fit the human brain and optimists get immortality, pessimists get digital prison.
https://open.substack.com/pub/theinnermostloop/p/the-first-multi-behavior-brain-upload