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Tooling

2277 posts

I'm Getting Into Mesh Networks... (Meshtastic, MeshCore, and Reticulum)

2026ToolingReading
Mesh networking over the airwaves presents a very unique opportunity for our societies. We could build a resilient, peer-to-peer network that coexists with the internet, enabling connectivity in currently underserved regions and increasing our personal sovereignty online by maintaining a functional backup to the internet for our most critical needs.

It's also just a freeing feeling to be able to send a message to someone else relying only on devices that you and people in your network own outright, instead of renting the capability to do so from your local ISP or Elon Musk's Starlink.

Jonah is getting into mesh networks... so am I!

Introducing Geist Pixel

2026Tooling
Geist Pixel is a bitmap-inspired typeface built on the same foundations as Geist Sans and Geist Mono, reinterpreted through a strict pixel grid. It's precise, intentional, and unapologetically digital.

Vercel recently introduced the Geist Pixel addition to their Geist font family, and I love it. via unsung

Why AI Is a Train, Not a Bicycle

2026ReadingTooling
“To choose Inuit wayfinding,” the ethnographers conclude, “becomes increasingly heroic in the face of wayfinding that depends on an advanced technological system.”

It may be a losing battle to demand that basic acts of competence require heroism. But I still think it’s worth noticing what assumptions that Silicon Valley steam engine metaphor is trying to force us to accept.

Tim Requarth's essay on AI as steam engine, instead of a bicycle.

DrCatHicks/learning-goal: A Claude Code skill for designing learning goals during AI-assisted coding

2026ToolingWorking
Most people believe that their personal learning goals will be obvious and easily remembered. But in practice, people often fail to achieve learning goals not for lack of desire to achieve them, but because the goals themselves are underspecified.

Because of this, when we encounter real obstacles in our lives, we often lack concrete plans that cue us how to work toward our goals when things get hard. This pattern can undermine learning progress and sap our motivation.

Learning Goal Claude Code skill uses psychology-backed goal-setting to maintain learning while coding with AI - by Dr. Cat Hicks.

Deep Research on a Loop: Using AI Agents to Construct Economic Datasets

2026ToolingWorking
The AI agent receives a research instrument and a unit assignment, then autonomously decides what to search for, which sources to consult, how to evaluate conflicting information, and how to code the result. The agent performs discovery, finding relevant sources alongside extraction and coding. The input is a research question. The output is an auditable research record with full citations.

NBER paper on using AI agents to construct economic datasets. Same methodology I used to develop the Breakouts dataset for On_Discourse.

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