Man Kim

Founder @sellpath_ai | Lifelong learner 📚

[Man Kim @who_mansu]

@quxiaoyin next -3 yrs business conversation: applying or RL, -5yrs replacing applications, and robot/edge or everything. will it matter cn or us? labs will be valuable if it is the provider of everything compute. Two forces are after “everything” : model and hardware. It will happen.

[Man Kim @who_mansu]

@thdxr Yes, there are only 3 models of cars🚙 from 2 companies in world. But there are only 2 mobile OS, 1 browser with couple of children. But there are 100s or more CRMs in world with customized for every business.

[Man Kim @who_mansu]

@BrianRoemmele In one sense, it is free/subsidized consulting to acquire capabilities/data behind successful PE owned portfolios, PE are hedging the risk, labs are acquiring/building model/app.

[Man Kim @who_mansu]

@thsottiaux Per repo skills? ~/.codex + repo root/.codex?

[Man Kim @who_mansu]

@thsottiaux sdk release

[Man Kim @who_mansu]

Today heard that frontier companies will make “software god model” that build software for any use case with winning source, and their consulting companies are to get that “secret” sources from enterprise and lock 🔒 in enterprises.

[Man Kim @who_mansu]

@twistartups @0xcarro Garage data center was idea, before I moved my current work. Given current price increases and needs of RL env to build winning model, I should do further. At that time, my challenge was how to secure customer’s data. But it’s oceans of synthetic data and (semi) public data

[Man Kim @who_mansu]

Started using , “““ triple double quote a lot to let agent knows pasted codes. What would better option? Tested === before but sometime they take that as input.

[Man Kim @who_mansu]

Feel like went back to terminal only before mosaic, after whole day, asking agent to do work across envs. Plan, work, merge and repeat.

[Man Kim @who_mansu]

If you integrate codex for your internal tooling, use codex sdk (python or nodejs), it works very well.

[Man Kim @who_mansu]

@svpino 12 agents part: Will it possible soon or possible for project simple enough or tooling enough? I guess it might possible. I am running 9 agents(5 work, 4 wait review) using coordinator agents but it is stressful even review review.md or open new issues/requests.

[Man Kim @who_mansu]

@SpaceNews_Inc At the same time, I will enjoy when this burst when innovative tech comes and say “there is new energy” not nuclear ☢️ not oil not …

[Man Kim @who_mansu]

@SpaceNews_Inc Looks like lot of work coming to space, there were movie, cleaning space junk for $$$ Hope not those policy guys asking upfront env fee for ♻️ and ✋🏾 innovation.

[Man Kim @who_mansu]

@Jason I’m in

[Man Kim @who_mansu]

From yesterday, azure gpt 5.4 api is lazy, every other requests got

I’m sorry, but I cannot assist with that request.

Tested other versions, same.

Create new deployment, it fixed.
It looks like almost monthly event. Can someone clear logs ;-)

@Azure

[Man Kim @who_mansu]

Morning emergency with litellm, luckily was one major version behind. Checking dspy, looks ok 👌. When the world of dynamic code, this looks like major risk as it would spread very quickly. if attacks prevent updates?

[Man Kim @who_mansu]

It is equal or better, when you rely on it to write order with how/skills, you approve it is better than you. You=we

Not mean, we are less, we can do better things.

[Man Kim @who_mansu]

After reading many arguments what is OpenAI, Google or other LLM providers, they are aol/compuserv of 1990s, and open source models are early tcp/ip of 1990s. Who is coordinating RFC for AI days. We have many rfc candidates, OpenAI API spec, mcp…

[Man Kim @who_mansu]

@dani_avila7 After that mcp hub/tool calls solved, find issues with common mcp call back and forth, so had to add common context and context compress on top of that.

[Man Kim @who_mansu]

@farzyness 💯 Human will create and find work and purpose during that transition. Some task moved to AI and robot, like we did outsourcing, some will be created.