Sam Cui

Co-Founder | Indie Hacker
Building Trellis (Open-source)
Let's connect!
Passionate in AI

[Sam Cui @samcmkt]

I have made AI coding reliable at team scale.

Trellis is a built-in AI coding harness that turns the huge system prompt you would normally put in CLAUDE.md, AGENTS.md, or .cursorrules into a progressive wiki of specs, tasks, workflows, and journals that agents only load when needed. This saves 90%of token usage on session start

It also gives AI the ability to memorize your progress across platforms (Claude Code, Codex, Cursor, etc) and condense coding specs so your AI-generated code across sessions can finally follow the same standard. https://t.co/euxWjjSgKC

[Sam Cui @samcmkt]

Scaling really is dead

[DailyPapers @HuggingPapers]

Huawei released KVarN, a KV-cache compression method for LLMs

It delivers 3-5x more context length, beats FP16 throughput, and keeps FP16 accuracy.

One flag in vLLM. Zero calibration.

[Sam Cui @samcmkt]

@0xSero Scaling is really dead

[Sam Cui @samcmkt]

@rezoundous 67

[Sam Cui @samcmkt]

@MelkeyDev Frontend also, Codex needs an art lesson

[Sam Cui @samcmkt]

@Tim_Denning Such as?

[Sam Cui @samcmkt]

@johncrickett The tool is easy, judgement is not
https://t.co/fD0pj2HQXS

[Sam Cui @samcmkt]

I don't care how good AI gets. No matter how good it gets, it will always only be as good as the person designed it.

[Sam Cui @samcmkt]

I don't care how good AI gets. No matter how good it gets, it will always only be as good as the person designed it.

[Sam Cui @samcmkt]

@sandislonjsak hahahaha

[Sam Cui @samcmkt]

@Kappaemme1926 Let's connect!

[Sam Cui @samcmkt]

@Kappaemme1926 You are very welcome!

[Pratham @Prathkum]

Hot take: vibe coding is just what programming always felt like for people who were good at it. flow state, intuition, pattern matching. Engineers just never had tools that matched the speed of thought before.

[Sam Cui @samcmkt]

@Prathkum this is the best take on vibe coding i've seen. Tools are finally catching up with our state of minds

[Sam Cui @samcmkt]

#Trellis just hit 9K stars on GitHub. THANK YOU to all of our contributors and community members!!! More to come soon!
https://t.co/8pHLZvM4B6

[Sam Cui @samcmkt]

@DeRonin_ most people haven't adjusted yet, I guess I better be quick.

[Sam Cui @samcmkt]

@icanvardar When you say nobody has caught up yet...
https://t.co/8pHLZvM4B6

[Sam Cui @samcmkt]

@aryanlabde Same for growing a X account

[Sam Cui @samcmkt]

The future is likely to be the opposite.

[𐌁𐌉Ᏽ 𐌕𐌉𐌌𐌉 @OrevaZSN]

Humans doing hard jobs for minimum wage while AI writes poetry, paints, and drafts emails is not the future I wanted.