Day 97/100 of #100DaysWithAI 🖥️

Claude Code without a terminal: the desktop Code tab runs a session locally, in the cloud or over SSH, and shows each change as a diff.

🔗 https://github.com/aurimas13/100-Days-With-AI

#LearningInPublic #AgenticAI

🤝 Claude Code-assisted, reviewed by me.

Day 96/100 of #100DaysWithAI 🧰

Yesterday: agent = model + harness. Today, Anthropic's quickstart that hosts the harness: agent, environment, session, events.

🔗 https://github.com/aurimas13/100-Days-With-AI

#LearningInPublic #AgenticAI

🤝 Claude Code-assisted, reviewed by me.

Day 95/100 of #100DaysWithAI 🐎

11 coding-agent harnesses, ~4M lines of source: none imports an agent framework, none retrieves code with embeddings. They grep.

🔗 https://github.com/aurimas13/100-Days-With-AI

#LearningInPublic #AgenticAI

🤝 Claude Code-assisted, reviewed by me.

Day 94/100 of #100DaysWithAI 🌱

MIT's Dear Dreamer keeps the same 24 startup steps for pupils, "presented differently". The curriculum is the product. AI delivers it.

🔗 https://github.com/aurimas13/100-Days-With-AI

#LearningInPublic #EdTech

🤝 Claude Code-assisted, reviewed by me.

Today I tested different regularization settings for Logistic Regression and compared their validation accuracy. Small parameter changes can lead to different model performance.
#mlzoomcamp #DataScience #LearningInPublic

Learned about Mutual Information today. It gives us another way to understand how useful a categorical variable may be for predicting a target.
#mlzoomcamp #LearningInPublic

Finished another #mlzoomcamp homework! 🎉 This time I practiced correlation, mutual information, one-hot encoding, logistic regression, accuracy, feature elimination, and regularization.
#MachineLearning #LearningInPublic

Today I learned about Mutual Information and used it to see which categorical feature contains the most information about the target variable.
#mlzoomcamp #LearningInPublic

Day 93/100 of #100DaysWithAI 🎙️

Gemini 3.8 Live Extended Thinking reasons and speaks at once. "Let me check that…" now covers tool calls running in the background.

🔗 https://github.com/aurimas13/100-Days-With-AI

#LearningInPublic #AgenticAI

🤝 Claude Code-assisted, reviewed by me.

A working note from Bluewater Bound: Learning Before the Boat: How I Use AI to Build a First Understanding. A narrative look at how Bluewater Bound uses…

Join the journey before the boat, the refit, and the offshore miles.

#LearningInPublic #SailingEducation

https://bluewaterbound.org/s/39d98cad

Day 92/100 of #100DaysWithAI 📚

Peter Norvig: students can skip the logic half of his AI textbook, but the LLM should read all of it. Neural core, logic on top.

🔗 https://github.com/aurimas13/100-Days-With-AI

#LearningInPublic #LLM

🤝 Claude Code-assisted, reviewed by me.

Day 91/100 of #100DaysWithAI ✂️

A cell chooses what crosses its membrane. Context Language Models let an LLM edit its own context as a file and choose what stays.

🔗 https://github.com/aurimas13/100-Days-With-AI

#LearningInPublic #AgenticAI

🤝 Claude Code-assisted, reviewed by me.

08.10.2026 🗓️

#WebDevelopment

~ Added JWT authentication middleware
~ Implemented signup/signin with bcrypt
~ Built basic Tic-Tac-Toe game logic
~ Connected Node.js, Express & MongoDB

Building and learning every day! 🚀

#JavaScript #NodeJS #LearningInPublic

Day 90/100 of #100DaysWithAI ⚖️

You don't run a mass spectrometer to check pH. On HumanEval, Sonnet 4 edged Opus 4, 95.1% to 94.5%. Route by task, not by tier.

🔗 https://github.com/aurimas13/100-Days-With-AI

#LearningInPublic #LLM

🤝 Claude Code-assisted, reviewed by me.

Day 89/100 of #100DaysWithAI 🔬

Chemists identify a molecule by its structure, not its name. SlopShape spots AI blog posts that way: 97.0 F1, still 96.1 when reworded.

🔗 https://github.com/aurimas13/100-Days-With-AI

#LearningInPublic #GenAI

🤝 Claude Code-assisted, reviewed by me.

07.10.2026

#WebDevelopment

~ Created signup & signin routes
~ Connected routes with MongoDB
~ Added password hashing using bcrypt
~ Created a basic HTML page for the flow

#WebDevelopment #JavaScript #NodeJS #ExpressJS #MongoDB #bcrypt #Authentication #BackendDevelopment #LearningInPublic

My first post is all about learning React and setting up your first project. If you’re also learning to code, or just curious about what that process looks like, you can read it here: diaryofanewbie.substack.com/p/a-beginner...

#learninginpublic #react #reactutorial

For the past few months, I've been getting serious about software engineering and rediscovered the joy of being a student again in my 30s.

That's why I started 'diary of a newbie', a blog about #learninginpublic, reinventing yourself, and navigating the tech world as a career changer:

Day 88/100 of #100DaysWithAI 🎙️

VoiceStudio puts voice cloning, dubbing and dictation in one open-source app that runs on your own GPU, or slower on CPU.

🔗 https://github.com/aurimas13/100-Days-With-AI

#LearningInPublic #OpenSource

🤝 Claude Code-assisted, reviewed by me.

Day 87/100 of #100DaysWithAI 🔐

Sealed reasoning blocks were portable: feed one model's encrypted thinking to a weaker sibling and it read it aloud. Now mitigated.

🔗 https://github.com/aurimas13/100-Days-With-AI

#LearningInPublic #AISecurity

🤝 Claude Code-assisted, reviewed by me.