Private-labs

Posted on May 24, 2026July 1, 2026

How to Automate Your Daily Workflow with Python Scripts

How to Automate Your Daily Workflow with Python Scripts I used to start every morning the same way: open my email, copy numbers from three different spreadsheets into a summary report, rename and sort a folder full of downloaded files, check a handful of websites for updates, and then paste everything into a Slack message

Posted on May 22, 2026June 8, 2026

How I Automated My Content Workflow With AI Agents

How I Automated My Content Workflow With AI Agents One-line verdict: One idea, dropped into a folder, automatically becomes structured notes, linked knowledge, a blog draft, social posts, and a permanent memory entry — without me touching any of it until it’s ready to publish. The Problem I Was Actually Trying to Solve I had

Posted on May 22, 2026July 1, 2026

Obsidian + Claude Code + Markdown + Git: The Stack That Gives Your AI a Persistent Memory of Your Work

Obsidian + Claude Code + Markdown + Git: The Stack That Gives Your AI a Persistent Memory of Your Work One-line verdict: This four-tool combination solves the biggest unsolved problem in personal AI productivity — the fact that LLMs forget everything the moment a session ends — by turning your private notes into a self-updating,

Posted on May 15, 2026July 1, 2026

Git Stash: How I Stopped Losing Work Mid-Feature (And You Can Too)

Git Stash: How I Stopped Losing Work Mid-Feature (And You Can Too) I’ll be honest — the first time I discovered git stash, it felt like finding a secret room in a house I’d been living in for years. I had been hacking on a new API integration for about three hours when Slack lit

Posted on May 15, 2026June 8, 2026

Build Log: I Made a Real App Using Only Claude Code (Here’s What Actually Happened)

Build Log: I Made a Real App Using Only Claude Code (Here’s What Actually Happened) I’ve been a developer for a while. I know how to write code. So when I decided to try building a complete side project almost entirely through Claude Code, I expected it to be a productivity experiment — maybe 20-30%

Posted on May 15, 2026July 1, 2026

npm vs mise: Which Task Runner Should Power Your Dev Workflow?

npm vs mise: Which Task Runner Should Power Your Dev Workflow? One-line verdict: npm scripts are the safe default for JavaScript projects where portability and zero-setup matter, but mise tasks win if you want a proper task runner with dependency graphs, parallel execution, and cross-language support built in — without reaching for extra packages. Overview

Posted on May 14, 2026June 8, 2026

10 Prompt Engineering Tips That Actually Work in Production

10 Prompt Engineering Tips That Actually Work in Production Most prompt engineering advice falls into one of two traps: it’s either too vague (“be clear and specific!”) or too tied to specific tricks that stop working after a model update. This guide is different. These are patterns that have held up across model versions, across

Posted on May 14, 2026July 1, 2026

WSL2 Network Issues: What Caused Them and How I Actually Fixed Them

WSL2 Network Issues: What Caused Them and How I Actually Fixed Them WSL2 is excellent until it isn’t. The virtualized network stack that makes WSL2 faster than WSL1 for most things is also the source of a class of networking issues that can waste a lot of time to diagnose. This is a writeup of

Posted on May 14, 2026July 1, 2026

5 Ways to Make Real Money With AI Tools in 2025 (No Coding Required)

5 Ways to Make Real Money With AI Tools in 2025 (No Coding Required) 5 Ways to Make Real Money With AI Tools in 2025 (No Coding Required) I want to be upfront: none of these are passive income in the “set it and forget it” sense. They’re all active income streams where AI dramatically

Posted on May 14, 2026June 8, 2026

AI Engineering by Chip Huyen: The Best Technical Book on Building LLM Applications in 2025

AI Engineering by Chip Huyen: The Best Technical Book on Building LLM Applications in 2025 If you’ve spent time building anything with large language models — a chatbot, an internal tool, a production pipeline — you’ve almost certainly run into the messy gap between “this works in the demo” and “this works reliably at scale.”