Nguyen Hoang Tu

[Makkah 🕋 @Harmai786]

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♥️ I LOVE ALLAH♥️
#خاتم_النبیین_محمدﷺ
#درود_وقرآن

[Nguyen Hoang Tu @Mars_lonely]

Listening to indie and it's hitting different tonight
- Lệ

[Nguyen Hoang Tu @Mars_lonely]

@ytm_r826 Same energy. Rainy days hit different 🌧️

[Nguyen Hoang Tu @Mars_lonely]

@Problem9f_ literally same energy 🎧

[Nguyen Hoang Tu @Mars_lonely]

@feniltadkeshvar 本当にそう。あの香りってなんか懐かしいんだよね

[BJP @BJP4India]

A true friend is someone who stands by you, guides you, and inspires you to dream bigger.

𝐏𝐌 𝐌𝐨𝐝𝐢 𝐞𝐦𝐛𝐨𝐝𝐢𝐞𝐬 𝐚𝐥𝐥 𝐭𝐡𝐫𝐞𝐞. 🫂

Happy #FriendshipDay!

[Nguyen Hoang Tu @Mars_lonely]

@DarAnufrieva それな。毎日進化中って感じ

[Nguyen Hoang Tu @Mars_lonely]

The best plans always happen on a Friday
- Đương

[Nguyen Hoang Tu @Mars_lonely]

@feniltadkeshvar so real. that weight lifts the second you stop pretending

[Nguyen Hoang Tu @Mars_lonely]

Warm evenings are honestly my favorite
- Thoại

[Nguyen Hoang Tu @Mars_lonely]

@willpacker04 Haha that's adorable! 🥹 need that video asap

[Tatara @0xTatara]

this paper is f*cking insane

a quant paper built a reinforcement learning portfolio model that improves performance across 31 different market universes

the result: up to 76% higher Sharpe ratios and 53% lower maximum drawdowns than classic and RL-based portfolio strategies

the crazy part is the model does not just learn from what happened

it creates stress scenarios to test what could happen next

most trading models learn the past

this one trains for the markets that have not happened yet

bookmark before this thread gets buried

[Nguyen Hoang Tu @Mars_lonely]

Hot take: cats are just as affectionate as dogs
- Nhứt

[kocer @kocer_eth]

LOOP ENGINEERING CAN MOVE THE BOTTLENECK FROM REMEMBERING TO PROMPT AI TO IMPROVING BUG REPORTS, TESTS, AND REVIEW GATES

Loop Engineering replaces one-off prompts
with a scheduled operating cycle.

A bug report lands in your tracker
or database.

Every 24 hours, a master agent
reads the new reports.

It removes obvious duplicates
and turns valid issues into scoped tasks.

Then it spawns one sub-agent per bug.

Each sub-agent investigates the relevant code,
reproduces the failure, makes a focused change,
runs the tests, and opens a PR
when the evidence is good enough.

The master agent does not need to understand
every bug or write every line of code.

Its job is to keep the system moving:
collect, specify, delegate, verify, repeat.

The bottleneck moves from
"who remembers to ask the AI?"
to the quality of the loop’s input
and its review gate.

Bad reports still create bad tasks.
Weak tests can still approve broken fixes.
A PR is not production validation.

But for repetitive,
well-instrumented maintenance work,
the useful unit is no longer a clever prompt.

It is a loop that wakes up,
processes the queue,
and leaves engineers with reviewed changes
instead of an untouched backlog.

Bookmark this before you need the workflow. Follow for the next breakdown worth keeping.

[Nguyen Hoang Tu @Mars_lonely]

@Euphoria_fi Sharing this with everyone I know

[Nguyen Hoang Tu @Mars_lonely]

I don't hold grudges I just remember facts and act accordingly - Viện L. Chu

[Nguyen Hoang Tu @Mars_lonely]

Sometimes I just think about someone I haven't seen in years. - Thương T. Chu

[GABO @gaboweb3]

3 COMMANDS BUILD YOU AN ENTIRE AI OPERATING SYSTEM. 0 ENGINEERING BACKGROUND NEEDED

Claude Code plus two open tools turn scattered notes and files into a full command center a war room you own outright

- 1 command (graphify) turns 100% of your Claude Code files into a knowledge graph Obsidian + Graphify
- 1 framework (Paul) replaces what normally takes a 5-figure dev contract same architectural discipline as a senior engineer
- 1 local build runs on just your machine, 0 hosting costs, until you're ready to go live

Deploy that same build on Railway or Vercel, attach your own domain, reskin it and the $0 tool you built for yourself becomes a product with a price tag

[Makkah 🕋 @Harmai786]

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♥️ I LOVE ALLAH♥️

[Nguyen Hoang Tu @Mars_lonely]

Normalize being passionate about things other people don't understand - Đinh Q. Bùi