What's changing in search — and what it means for you.

Stop Saying Kids Can’t Read

Everyone is talking about the reading crisis. But inside the “Mississippi Miracle,” it’s all about comprehension.

What actually got our articles cited by ChatGPT (and what didn't)

A few weeks ago I found out our site had a table of contents that rendered for absolutely nobody. The code was there. The CSS was there. It had been shipping to production for months. It just never a...

I reverse-engineered Claude's undocumented Design API so a file sync wouldn't cost 665k tokens

A build log about protocol archaeology, three wrong guesses, and refusing to trust my own mocks. The token bill that started it Claude Design (claude.ai/design) is a nice place to keep a d...

Ibling Jewels

Ibling Jewels

Ibling Jewels

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Python Basics for Data Analysis

Performing data analysis requires a proper understanding of how the tool you are using works with data. Python is a valuable tool for data analysis, but before you jump the gun and load up your datas...

Shipping a multilingual Flutter AI therapist: Gemini first, Claude as fallback

I shipped Safe Space, a Flutter app for everyday mental-health self-help: AI chat, a mood journal, CBT-style thought records, PHQ-9 / GAD-7 screens, and breathing tools. It is not therapy, not a medic...

The 27-Day Window: What the BlueMoon Campaign Teaches About Commit-to-Release Gaps

The 27-Day Window: What the BlueMoon Campaign Teaches About Commit-to-Release Gaps In September 2026, Proofpoint reported on the BlueMoon campaign, a spear-phishing operation that exploited...

A test that has never failed is a claim, not evidence

I broke a TOML parser's timezone handling on purpose. Its 680 official conformance tests stayed green. Here is why, and the habit that catches it. tomlkit @ 4b38bec — parse_rfc3339, negative...

The shell one-liners everyone pastes but nobody explains

You copy a command from a Stack Overflow answer, a blog post, or an AI assistant. It has six stacked flags. It works. You move on — without ever really knowing what half of it did. I do this constant...

Lux Stay Agent — a hotel travel agent that only works because its content is structured

I run a real 3-star hotel next to Luxembourg's central station. For the Sanity Challenge, instead of building a demo on fake data, I pointed a production AI agent at a Sanity Knowledge Base filled wit...

Expose Crypto KAT Runners as MCP Tools Instead of Pasting Hex

When a Known Answer Test fails on a crypto primitive, the cause is often byte-ordering or padding. Pasting that raw hex plus the ACVP JSON into a chat window works once, but it does not scale to large...

How I Turned a 10-Year-Old Galaxy Note 4 into a 1.2W Linux Server for Marine Safety

Like many developers, I have a drawer full of retired electronics. Among the tangle of micro-USB cables and obsolete tablets sat a 2014 Samsung Galaxy Note 4. It still had its removable plastic back c...