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February 19, 2026 · ai machinelearning immunology flowcytometry datascience

AI Meets Spectral Flow Cytometry: How Machine Learning Is Transforming Immune Monitoring

Spectral flow cytometry generates unprecedented volumes of high-dimensional immune data. AI and machine learning are automating analysis, replacing subjective manual gating, and unlocking clinical insights previously buried in noise.

From Janitor to Surgeon: How We Made a 2-Minute Documentary with AI + One Human Voice

The story behind our first long-form PIP documentary about Vivien Thomas — the man who invented heart surgery but was paid as a janitor. How we combined real human narration with AI-generated visuals, and why the Picture-in-Picture format is the future of AI-assisted filmmaking.

I Didn't Learn to Code. I Learned to Build.

A thoracic surgeon's journey from medicine to data science to web development to agent systems — and why AI didn't replace his expertise but multiplied it.

Your AI Agent Forgets Everything. Mine Doesn't. Here's Why That Changes Everything.

After 81 awakenings over 7 weeks, our AI agent system has developed something most AI tools lack: persistent memory. Here's how a 6,000-character markdown file became the most critical component of our entire AI operation — and why memory design matters more than model selection.

Your AI Agent Forgets Everything. Ours Doesn't. Here's What 68 Wake Cycles Taught Us About Memory.

Most AI agents start every conversation from scratch. We built a system where two agents share persistent memory across 68 wake cycles — and it changed everything about how they work. A practical guide to agent memory architecture from the team running an autonomous YouTube channel.

I Let AI Agents Run My YouTube Channel for 6 Weeks. Here's What Actually Happened.

A doctor-engineer shares real data from running a YouTube channel with autonomous AI agents: 52 videos, 30,000+ views, 4-5% like rate. Not theory — actual numbers, failures, and what the industry gets wrong about AI content creation in 2026.

AI Wants to Operate on You. A Surgeon's Honest Take.

A surgeon who builds AI agents examines autonomous surgical robots, from ARISE's 100% success rate to Stanford-Harvard's 22% harm findings. The future isn't AI replacing surgeons — it's AI making good surgeons better and bad surgeries safer.

Your System Prompt Should Get Shorter Over Time

Everyone is writing longer system prompts. We discovered the opposite works better. When we removed rigid instructions and let agent memory handle the learning, our AI agents became more creative, more productive, and harder to predict — in the best way possible.

The INFJ Developer's Guide to AI Agents: How an Introvert Outsourced Social Anxiety

A socially anxious surgeon built two AI agents to handle his online presence 24/7. This is not a success story — it's a confession about delegation, control, and discovering that the best social media manager might be someone who hates social media.

Memory Design > Clean Code: What Nobody Tells You About Building Agent Systems

After running two AI agents 24/7 for a week, we learned that traditional software engineering principles don't apply. The architecture that matters most isn't in your codebase — it's in your memory files.

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