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⚡ AI Lessons

Dev.to · Alex Towell
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Using GPT-4 to Build a Search Interface for Saved Conversations
I had GPT-4 build me a search interface for browsing saved ChatGPT conversations. Flask, Whoosh, a couple hours.

Dev.to · Alex Towell
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Discovering ChatGPT: Reconnecting with AI Research
Encountering ChatGPT during cancer treatment and recognizing the Solomonoff connection. Language models as compression, prediction as intelligence. A personal i

Dev.to · Alex Towell
3mo ago
Superintelligence May Not Require a Breakthrough
The most dramatic possibility in AI might arrive through the most mundane mechanism. Not a beam of sacred light. A sufficiently good build system.

Dev.to · Alex Towell
3mo ago
dapple: Terminal Graphics, Composed
dapple is a terminal graphics library with one Canvas API, seven pluggable renderers, and eleven CLI tools for displaying images, data, video, math, and more.

Dev.to · Alex Towell
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Posthumous: A Federated Dead Man's Switch
A walkthrough of Posthumous, a self-hosted dead man's switch that monitors periodic check-ins via TOTP, progresses through escalating alert stages, and triggers

Dev.to · Alex Towell
🧠 Large Language Models
⚡ AI Lesson
3mo ago
I Spent $0.48 to Find Out When MCTS Actually Works for LLM Reasoning
Controlled experiments on constraint satisfaction problems. MCTS beats best-of-N only when blind sampling hits a ceiling and the verifier provides a gradient.

Dev.to · Alex Towell
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
The MCP Pattern: SQLite as the AI-Queryable Cache
I keep building the same thing. Not the same product — the products are different. One indexes a...

Dev.to · Alex Towell
🧠 Large Language Models
4mo ago
Chartfold: Owning Your Medical Records
A walkthrough of Chartfold, a Python tool that loads your medical records into SQLite and exposes them to Claude via MCP for structured analysis, visit prep, an

Dev.to · Alex Towell
🔐 Cybersecurity
⚡ AI Lesson
4mo ago
pagevault: Hiding an Encryption Platform Inside HTML
pagevault turns any file into a self-contained encrypted HTML page. No backend, no JavaScript libraries. Just AES-256-GCM and the browser's Web Crypto API. The

Dev.to · Alex Towell
6mo ago
The Incomputability of Simple Learning
An exploration of why the simplest forms of learning may be incomputable, and what that means for the intelligence we can build.

Dev.to · Alex Towell
🔢 Mathematical Foundations
6mo ago
symlik: Symbolic Likelihood Models in Python
Define statistical models symbolically and automatically derive score functions, Hessians, and Fisher information.

Dev.to · Alex Towell
🧠 Large Language Models
6mo ago
repoindex: Give Claude Code Awareness of Your Entire Repository Collection
A metadata index that lets LLM tools like Claude Code query across all your git repositories.

Dev.to · Alex Towell
📄 Research Papers Explained
8mo ago
Networks of Thought: Finding Your Research Niche in the Age of LLMs
You can't compete with infinite compute. But you can find adjacent spaces where depth matters more...
DeepCamp AI