SuviMatt

AI system builder, startup founder, solopreneur

[Thomas Sanlis 🥐 @T_Zahil]

Employee:
3k, 3k, 3k, 3k, 3k, 3k, 3k, 3k, 3k, 3K

Freelancer:
1k, 2k, 4k, 3k, 6k, 5k, 7k, 8k, 9k, 10k

Solo AI Founder:
0, 0, 0, 0, 0, 1K, 10k, 50k, 100k

[meng shao @shao__meng]

CMU 26年秋季新课「AI Agents」：从零搭 Harness、建评测、用 RL 训智能体，讲义视频全公开

由 OpenHands 作者 Graham Neubig 与 Daniel Fried 联合开设，28 讲贯通工具调用、上下文工程、技能与记忆、SFT/RL 训练、沙箱安全与人机交互。 https://t.co/NsNaeeDXPj

[SuviMatt @suvimatt]

Enterprises do not need to build another Codex.

They need to integrate general intelligence into real business processes safely, reliably, and measurably.

Reuse the agent as infra. Engineer the capabilities, controls, and outcomes.

[SuviMatt @suvimatt]

As General-Purpose Agents Get Better, What Is Left to Build?

Many enterprise agent projects still follow a familiar pattern:
Dify or LangGraph
- multiple agent nodes
- tool calling
- RAG
- prompts
- a chat interface

[SuviMatt @suvimatt]

The declining-value skill is connecting multiple agent nodes.

The increasingly valuable skill is knowing:

When should an agent be free to reason, and when must a deterministic system take control?

[SuviMatt @suvimatt]

@lucaronin Very nice try!

But from business perspective, I didn't see why I need to migrate from my obsidian to this new wheel.

If you say open source, there's also other successful modern privacy-first notes, like: https://t.co/KenilEYaNK

[Ray Wang @wangray]

生化危机女主角 Milla Jovovich 刚在 GitHub 开源了一个 AI 记忆系统，在行业标准 benchmark 上拿了有史以来第一个满分

没错，就是那个爱丽丝🤯

她用 AI 对话几个月后，积累了大量的决策和思考结果全丢了，她觉得现有的记忆系统让 AI 决定什么值得记，不是她想要的

于是她和朋友用 Claude Code 花几个月做了 MemPalace，借鉴古希腊记忆宫殿术，把记忆组织成可导航的空间结构

结果行业 benchmark 首个满分，MIT开源，纯本地运行

一个好莱坞演员做出了超过所有 AI 公司 memory 产品的东西

真是充满想象力的时代

[SuviMatt @suvimatt]

Here's the chatGPT ads I've met. Marked.

[SuviMatt @suvimatt]

@obsdmd Hire me, I love Obsidian to the end of the time! It's the passion of my life!

[SuviMatt @suvimatt]

With ever stronger of ClaudeCode/Codex/Cursor, now the major debt of software engineering,
is not tech debt anymore,
is understand debt -- the debt to understand AI generated code for you.

[SuviMatt @suvimatt]

@hatchet_dev This is amazing! Hatchet is the best fit for modern AI workflows!

[Alex Veremeyenko @alex_verem]

the best 20 accounts to follow in AI:

@karpathy = LLMs king
@steipete = built openclaw
@gregisenberg = startup ideas king
@rileybrown = vibecode king
@corbin_braun = cursor king
@jackfriks = solo apps king
@levelsio = solo startups king
@marclou = solo startups king
@EXM7777 = AI ops + systems king
@eptwts = AI money twitter king
@godofprompt = prompt king
@vasuman = AI agents king
@AmirMushich= AI ads king
@0xROAS = AI UGCs king
@egeberkina = AI images king
@MengTo= AI landing pages king
@rryssf = automations king
@kloss_xyz = systems architecture king
@emollick = AI science king
@Hesamation = AI/ML king

follow them all and learn.

[SuviMatt @suvimatt]

@JLCollinsNH looking forward to its publishment