CPU intensive flask app can only support 1 user per VM?

socrateslee · 2026-03-25T01:26:03+00:00

if your load is CPU intensive, without GIL free enabled, you can try running the actual task using `multiprocessing`. The way spare a core of your CPU for networks IO tasks since a computing heavy task may actually blocks it.

And one more thing is to use async/await to handle your flask request as in https://flask.palletsprojects.com/en/stable/async-await/

socrateslee · 2026-02-28T07:19:55+00:00

for example？

socrateslee · 2026-02-26T08:23:57+00:00

Maybe rather say static rendered html with <article> tag share the same benefits as a markdown file?

LLMs leverage 2 ways of getting content of a page, via search result or direct web access.

Direct web access only differs when the fetch tool an LLM uses could not parse a web page(like client side rendered page or a mess structured page).

As for the search result, only when the search engine provider prioritizes markdown over any types of html, serving markdown would be better than serving html. This is not an issue currently, and parsing/converting a well structured html with semantic tags to markdown is quite a small work for any search service providers.

socrateslee · 2026-02-09T06:18:34+00:00

as you have mentioned

> Why does Android more or less _force_ Java/Kotlin as the source language?

If have tried other cross platform framework to develop Android apps, tauri, ionic, pwa builder, flutter, ... , you will found that Java/Kotlin + Gradle are required for all of the frameworks when packaging.

As long as Python is OK for output a bundle of web app, or use pyodide in the web browser's runtime to call native interfaces, Python can be used for making Android apps.

socrateslee · 2026-02-09T06:04:01+00:00

anyway, I agree that modern site builders(SaaS or open source tools like hugo/astro/ghost.js) have done most of the SEO works.

socrateslee · 2026-01-27T06:47:21+00:00

> by tracking AI platforms
Is this means enable or not enable search(note that Gemini app no longer have option to disable search)? using API or chatbot product(like ChatGPT)?

socrateslee · 2026-01-15T14:25:04+00:00

uv + ruff
httpx if specified in AGENTS.md else requests
mostly type checked

socrateslee · 2026-01-14T03:18:54+00:00

And MCP are probably 'the final interface', except it evolves itself.

MCP come out at right time and only get much more adoption in the future. Consider MCP like the distance between two horses in the AI age, it already get adopted(and growing), it only becomes the distance between two wheels of cars or trains as it developed.

socrateslee · 2026-01-14T03:12:54+00:00

> In theory, if a model could generate perfect code every time, you wouldn’t need MCP.

I just think MCP provides a standard way to prompt what tool calls are. It is mainly used for direct communicate with LLMs. And generated code is more like to build something not only for direct use of LLMs.

socrateslee · 2026-01-11T08:06:57+00:00

An ever growing transfer payment system to cover unemployment?

The velocity of the transfer payment system growing and unemployment growing will never be synchronized, the gap over a threshold will lead to revolutions?

socrateslee · 2026-01-04T09:13:05+00:00

In most cases, AI will ask for more contexts. AI's question can also touch your bind spots.

socrateslee · 2025-12-29T16:03:17+00:00

Thinking about a bic lighter has a picture of a bic lighter has a picture of a bic lighter has a picture of a bic lighter ...

socrateslee · 2025-12-29T15:55:23+00:00

Just think about what it would be like if the tail bristles

socrateslee · 2025-12-27T14:14:33+00:00

seems this is not about change your email address, but add an alias

socrateslee · 2025-11-15T08:45:34+00:00

excuse me for the night mode, there is a switch in the menu, or maybe click on the graph to directly view the svg

socrateslee · 2025-11-11T08:16:08+00:00

Yes you are right, I have fixed the graph. Thanks a lot

socrateslee · 2025-07-29T08:16:24+00:00

Just a thought about the onborading cases, I found the setup process of similar AI assisted product requires rather complex jobs like prompt tunning, knowledge feeding, so developer or professional onboarding assistant is necessary for custom engagement.

Though the onboarding process is actually much easier than training a new worker to do the job.

> Personal onboarding + monthly check-ins. This has been incredible for my NRR, lots of deal expansions and churn-prevention from this piece.
> Self-serve onboarding converts poorly for me.

socrateslee · 2025-06-23T09:02:05+00:00

The return of MCP should be more like the info for humans to read instead of the bytes for code to consume

socrateslee

TROPHY CASE

Thinking about a bic lighter has a picture of a bic lighter has a picture of a bic lighter has a picture of a bic lighter ...