AI agents + Marimo notebooks = Python on autopilot. Letting AI write and check my Marimo code is a total workflow upgrade. The --watch flag and marimo check catch errors fast and keep me moving. Would you try this? Repost or comment! buff.ly/6LDN1RV #python #datascience

By definition, AI agents are always going to be out of date. AI agents need live, searchable knowledge. I share how LlamaBot's MCP server keeps docs fresh and accessible for any LLM agent. How can this help you? Repost or comment! buff.ly/5td8FNC #ai #documentation

Skills cut token costs—MCP servers win for sharing. Which is better for LLMs? Skills = fast, local tweaks. MCP = team standard. I compared Anthropic's skills repo to MCP servers—real trade-offs, not just hype. Which would you use? Repost or comment! buff.ly/zhV1XfO #llm #aiworkflows

Coding agents flop without real workflows—prompts aren't enough. Discipline and feedback loops make agents useful. TDD-first, external memory, and fast iteration changed my game. What’s your best agent tip? Comment or share! buff.ly/yH5Hjkv #aicoding #devworkflow

What if your coding agent could remember your preferences? AGENTS.md lets you train your LLM agent like an employee. This one file made my workflow smoother—no more repeating myself! Would you try this? Repost or comment! buff.ly/LinjaUs #.aiagents #.devtips

Ultralearning is a superpower to mastering tough skills quickly. Courses aren't enough—self-driven ultralearning is the real unlock. I break down how ultralearning helps you grow fast, whether it's bio, software, or any field. What will you ultralearn next? buff.ly/2l4z68Z #ultralearning #growth

Still fighting Python environment headaches? I’ve moved to pixi—automation and new tools are the future. My Data Science Bootstrap Notes now use pixi, uv, and AI. This is my recommended workflow for 2025. Would you make the switch? Comment or repost! buff.ly/MoXJJhL #.datascience #.python

AI isn’t just for code—here’s how I use it to boost my career. LLMs help me prep for negotiations, updates, and tough convos. 10 ways I save time and stand out at work, with prompts you can steal. Which would you try? Comment or repost! buff.ly/OkXup6p #aihacks #careerdevelopment

Ever wonder why your stats brilliance doesn’t land with lab scientists? Clarity beats complexity every time. Here’s how I learned to lead with decisions, not methods. What’s your best tip for bridging the gap? buff.ly/8Zuli8E #biotech #datatips

🔥 You can rewrite Python functions live! It’s wild, risky, and opens up new AI tricks. I tried dynamic patching—super powerful, but security is a real concern. Here’s what I learned. Would you try this, or is it too risky? buff.ly/RqGBgE1 #python #ai

Are data scientists obsolete now that LLMs can code? I see LLMs as tools that reshape, not replace, our work. Experimenting with LLMs has made our scientific mindset more valuable than ever. What’s your take? Repost or comment! buff.ly/o9PnXhR #llms #datascience

I've been eval pilled by @hamel.bsky.social . Everyone is all let's build some MCP servers and ship a minimal AISRE as quickly as possible. And I'm writing a design doc about how to build evals with @runme.dev so we can iterate rapidly on the AI

RFdiffusion2 is now live!
github.com/RosettaCommo...

You can now design proteins, and in particular enzymes from just partially defined amino acid side chains, and without defining their sequence position or order!

Stop guessing priors—R2D2 puts you in control. I think R2D2 is a breakthrough for Bayes modeling. It automates shrinkage and variance allocation for clearer, less overfit models. Would you try this? Repost or comment! buff.ly/kcbOuG6 #bayesianstats #statmodeling

AI can't replace the grind—you have to earn your automation. My 2-day feature rewrite only worked because of months of prep. I share how struggle made AI a true thinking partner, not a shortcut. Have you tried this approach? Repost or comment! buff.ly/TG4xOqr #.ai #.softwaredev

🧵Americans should really hear how the CDC in other regions talks about us.

They spread the lie for years that public health professionals are enemies. Now, a policeman is dead, and the lives of CDC personnel and their kids were at risk.

There'll be "deep concern" and thoughts & prayers.

But architects of that lie will celebrate privately because this has been the goal.

CDC Buildings Hit by Gunfire :

MAGA’s war on truth works exactly as designed...turn Americans against science, poison them with propaganda, and watch them die from preventable causes… all while calling it “freedom.” This is the bill for their lies.

www.medpagetoday.com/publichealth...

What if all your lab and ML data lived in one place? Index chaos is optional—xarray keeps everything aligned. I show how this cuts errors and makes analysis smoother. Would this help your workflow? Repost or comment! buff.ly/6QXFDY4 #xarray #datamanagement

What keeps me coming back to #scipy after 10 years? The community’s curiosity and generosity are unmatched. From teaching to spontaneous podcast chats, every year brings new inspiration and growth. Got a favorite conference story? Comment or repost! buff.ly/gRAMkoC #scipy #python

Straight talk from Dr. Francis Collins on the devastating - and politically motivated - cuts to science and public health in the United States.

Anybody who cares about their health or the future or science, technology, and innovation in this country should watch this.

www.cnn.com/2025/07/25/T...

Can AI actually make us worse learners if we use it too soon? We should earn the privilege to use automation—basics first. A real story of AI in education gone wrong, and why process matters. Seen AI help or hurt learning? Share your thoughts! ericmjl.github.io/blog/2025/7/... #aiineducation

The real competition for your docs? It's not that strong. Even basic docs beat digging through Slack or bugging teammates. You don't need perfect docs—just make them the fastest way to get things done. Are your docs the easiest option? ericmjl.github.io/blog/2025/7/... #documentation #productivity

ICE vehicle getting towed at St John's hospital (Oxnard, CA) ✊🏽