its insane how greedy zhipu is, this is the most jewish chinese labs, 500m gets you nowhere, super expensive cost to value subscription and zcode sucks (mcp, context ui, workflow etc), they think they served opus level model or what
Happy 1024 & happy weekend, devs.
500M free tokens on ZCode: GLM-5.3 (200M) + GLM-5.3-Flash (300M). 200K packs, while they last.
Claim now. Use Oct 23 15:00 – Oct 26 01:00 UTC.
Update to the latest ZCode, claim in-app, then switch to Start Plan.
https://t.co/SIbFFU6iIN
@MaxForAI@levie i love how chinese ai people are very insanely intelligent yet very pragmatic, they dont sell this dream of utopia and tht ai wont take people jobs etc
just like industry automation in china, they will automate everything (no protest etc) yet still stand as global superpower
for vibecoders: don't try this at home, this only applied for expert doing its own field (knowing when the model got wrong, including the details), this is why learning the fundamentals important, it saves you lots of money
I've been blindly using an unknown model for all my coding, design, and debugging tasks for 2 weeks now. Turns out it's actually GLM-5.3-Flash. I can't tell the difference from Opus 5.5. There's a 26X price difference between the two.
i own a relatively new (2025) samsung tv.
i kept getting weirdly targeted ads.
i tried reversing the firmware but it was aes encrypted and no keys unless tear it apart and do uart/jtag magic.
zero days it is. root shell on new samsung TVs!
discovered PRIVACY HORROR. write up?
LayerFS v1.0.0 is out 🎉 Open-source (MIT)
Recursive filesystem for AI agents.
6 core ideas:
1. Ephemeral computing: agents spend ~80% thinking, so each Bash call mounts a Workspace, then commits
2. Decentralized agents: every agent commits to one Store, no DB server
3. Multiagent coordination: every tool call is a Commit; same-file clashes refused
4. Recursive filesystem: forks copy no files, at any depth
5. Ultra storage: dedup, then compression: 10 copies → 0.31
6. Instant bootstrap: ignored files stay in every Commit. ~5 min install vs 0.05 s mount
And 4 more:
7. Auto checkpoints: fork from any step
8. Append-only objects: content-addressed, never rewritten
9. .lww: lockfiles and caches take the newest edit
10. Big file, small edit: a write keeps only its bytes
Here are our links:
github: https://t.co/hwcUUBzhYw
website: https://t.co/8LInNxyN77
Watch the video below, and have Fun!!!
@0xSero people like theo wont understand the importance of deepseek and other open source ecosystem, but surely people at base10, prime intllct, and fireworks do