I created a tool that turns accumulated memos and blog posts into a '3D concept atlas'Daily research notes, blog posts, note articles, logs of brainstorming with AI... Before you know it, hundreds of ...

Poetry vs uv compared: speed benchmarks, lockfiles, cache commands and why uv sync --locked matters in CI, plus a ...

Gitleaks tutorial: scan git history, block secrets with a pre-commit hook and gate pull requests in GitHub Actions. 12 steps, ...

Part 18 introduced how to create an AI secretary using local LLMs with an RTX 3060 or P100.Until now, I only used a female ...

Migrate an MCP server to SDK v2 in Python and TypeScript: rename FastMCP, run the codemod, add tests, serve over HTTP. 12 ...

Code from Mahadev Gaonkar's Medium article From Parallelism to Profiling on AMD GPUs: Five Things I Learned at PyTorch Conference 2026 (link coming when the article is published). Each folder matches ...

I loaded a large JSON file in Python and watched memory jump from 43 MB to 808 MB. Here’s what happened and how streaming ...

The product umbrella for an industrial manufacturer's international growth and export operations. The intended workflow is Find → Sell → Execute: identify buyers and their source-backed contact ...

Python libraries that replace hundreds of lines of custom code. LiteLLM, Instructor, Tenacity, and 5 more I use in every ...

Creating a unique python morph starts with careful breeding choices and a little genetic luck. Jay introduces a new clutch from a mainland reticulated python and explains how special traits may be ...

A starting point I’ll actually reuse.

The shortest path to Kimi K3.1 Pro in a terminal: one install script, one /login, and the Git Bash requirement that breaks Windows setups.