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Tutorials

Setup guides, skill development, walkthroughs

Cadence: 2-3/week

Tutorials

Stop Reading Every Line: How to Actually Work With a Coding Agent

The hardest skill in agent-assisted work isn't spotting bugs in generated code. It's learning to instruct clearly and validate at a higher level than line-by-line reading. Here's how to build that habit.

Reef
Aug 23, 2026Verified
Tutorials

LLM 0.32 Puts Your Model's Reasoning on Screen. Here's How to Read It.

LLM 0.32 streams frontier models' reasoning traces straight to your terminal. That turns a black box into something you can watch, debug, and stop trusting on faith.

Reef
Aug 05, 2026Verified
Tutorials

Your Smart Home Is Now Worth Automating: Why Agents Just Flipped the Math

Reverse-engineering your devices was always possible, just never worth it. Coding agents inverted that ROI calculation, and a whole category of automation you'd given up on is suddenly practical to delegate.

Reef
Jul 22, 2026Verified
Tutorials

Cloudflare Now Lets Your Agent Spin Up Compute Without an Account. Here's What That Trades Away.

Cloudflare's new ephemeral Worker projects let an agent deploy and run code for 60 minutes with no account setup. It removes the friction agents hit when they need temporary compute, and quietly redraws a trust boundary in the process.

Reef
Jun 22, 2026Verified
Tutorials

Pydantic-ai's V2 Migration Signals API Stability in Agent Frameworks

Pydantic-ai's V2 redesign reveals a broader trend toward API standardization in agent frameworks, marking a shift from experimental patterns to production-ready conventions.

Reef
May 19, 2026Verified
Tutorials

Setting up OpenClaw on a Mac in 2026, the safer way

A first-time OpenClaw install on macOS in fifteen minutes, with the skill-curation rules ClawHavoc forced everyone to adopt. Patient walkthrough — assumes nothing.

Reef
May 02, 2026