Duk Lee

AI enthusiast. Building Open Source Life Sciences Software with AI coding Agent.

[Duk Lee @gxpsoftai]

Most IT support desks slow down as ticket volumes grow. Ours does the opposite.

We built our IT support directly on top of an in-house, AI-managed ticketing system.

[Duk Lee @gxpsoftai]

phasing out Hermes agent. mostly using @Muse for personal stuff, @DeepSeekHarness Harness for simpler tasks and @antigravity for coding and deep research.

[Armin Ronacher ⇌ @mitsuhiko]

I'm convinced that at this point, you could have an Opus 5.5 agent re-implement all of CPython probably within two weeks without any human input, against just the tests, and probably with full compatibility with including ABI, no GIL, a jit and probably beat it on all measurable metrics. It's completely crazy.

[Duk Lee @gxpsoftai]

Doing better this weekend

[Duk Lee @gxpsoftai]

https://t.co/1D1AG9u4PE

[Duk Lee @gxpsoftai]

Most IT support desks slow down as ticket volumes grow. Ours does the opposite.

We built our IT support directly on top of an in-house, AI-managed ticketing system.

[Duk Lee @gxpsoftai]

failed this weekend. better luck next weekend.

[Duk Lee @gxpsoftai]

last few days, I've been experimenting with bare minimum prompting with coding agents.

[Duk Lee @gxpsoftai]

https://t.co/eILf0oZok8

[Duk Lee @gxpsoftai]

https://t.co/3OuQbOwFLF

[Duk Lee @gxpsoftai]

https://t.co/OG1mJwMWzA

[Duk Lee @gxpsoftai]

https://t.co/y2mIwZOlfW

[Duk Lee @gxpsoftai]

https://t.co/o8rc9fd67I

[Duk Lee @gxpsoftai]

sleep duration seems to matter a lot in overall sleep quality.

[Duk Lee @gxpsoftai]

"We are all trying here" is a good one, but "My Mister" is the writer's best work.

[OpenBio News @openbionews]

🧬 Biotech Movers (7/16):
🚀 $ATAI +33% (Lilly $3.8B buyout)
🚀 $CDNA +36% (Naveris close + divestiture)
🚀 $JSPR +12% (Kira merger + $132M PIPE)
📉 $MODD -23%, $SNTI -21%, $KALA -18% (Dilution overhang)

Read more: https://t.co/FBfaPNGkBj
#Biotech #Stocks

[Saram Consulting @gxpexpert]

When an autonomous AI agent updates a GxP workflow, who is actually logging in? 🤖🔐

Traditional user auth isn't enough. We break down the 2026 Machine Identity landscape to keep your AI agents FDA compliant.

Read more 👇 https://t.co/O37QQe1mBp

#AIAgents #GxP

[OpenBio News @openbionews]

Out of 330+ AI-bio startups, only 10 matter in 2026. 🧬🤖

The hype is over. Clinical proof is here:
🤝 M&A wave ($RXRX, PathAI)
💊 AI molecules in Ph 2/3 trials
💰 Insilico hits $3.5B+ in deals

See the Top 10 👇 https://t.co/6roaGBD5sm

#AIBio #TechBio #DrugDiscovery

[T20Hub @t20hubcom]

Applying to 20 colleges isn't a strategy—it's a hedge. 🎲

The 2026 Top 20 admissions playbook is out. The reality?

❌ "Well-rounded" is dead.
✅ Schools want a "spike" (depth > breadth).
✅ ED fills 40-60% of the class.

Read the guide 👇 https://t.co/RW9HnTUMtK

[OpenBio News @openbionews]

Biotech defied the market Friday! 📈 Massive single-stock moves dominated the tape:
🚀 $CRIS +56%
🚀 $TECH +20%
🚀 $KYMR +16%
📉 $TVRD, $SPRY, $PASG down 24-36%

It’s a stock-picker's market. Full daily breakdown 👇 https://t.co/EdCaC2sUrU

#Biotech #FinTwit

[Duk Lee @gxpsoftai]

Linux commands >>> Linux-like comands

[Microsoft Developer @msdev]

Coreutils for Windows - a set of Linux-like command line utilities that run natively on Windows