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NH · Studio essaysSheridan, WY · Since 2022197 essays · 10 topics

Long reads and short notes from the team shipping AI-powered custom software across fintech, edtech, healthtech, e-commerce, and more. Practical guides, post-mortems, and engineering field notes — written by the same engineers who push the code to production.

197Essays · livesince 2022
10Topics · coveredAI to compliance
3×Faster · ship paceAI in the toolchain
Impressionist garden growing from seedlings to full bloom, with an hourglass on a tableFeatured// Cover · 2026 · 10 · 02
Featured this week

How Long Does It Take to Build an App?

AI has changed how long it takes to build an app. See what's fast in 2026, what still takes time, and the three ways to build, from free to enterprise.

NE
NerdHeadz Team
Studio
· 10 min read · 2026 · 10 · 02
// 01 · Start here

Three reads we'd start with.

Where we'd point anyone planning a build: how AI is changing delivery, what software really costs, and the engineering calls that decide whether it holds up in production.

  1. Stanford Just Proved What We've Been Saying: It's the Harness, Not the Model
    AI & Machine Learning

    Stanford Just Proved What We've Been Saying: It's the Harness, Not the Model

    Stanford researchers prove AI scaffolding code matters as much as the model itself. Meta-Harness automates optimization, achieving 6x performance gaps.

    NerdHeadz Team3 min read
  2. Cubist still life of a balance scale weighing coins against building blocks and blueprints
    Industry Insights

    How Much Does It Cost to Develop an App?

    What does an app cost in 2026? AI changed how apps are built. Compare free bootstrap, sub-$20k human-reviewed builds and $50k+ enterprise apps.

    Marcus Li13 min read
  3. AI Token Taxonomy: Why Your API Bill Is Higher Than You Think thumbnail
    AI & Machine Learning

    AI Token Taxonomy: Why Your API Bill Is Higher Than You Think

    Not all AI tokens cost the same. Here's the full token taxonomy — reasoning, cached, multimodal, and more — and how each one hits your API bill.

    NerdHeadz Team6 min read
// 02 · The index

All essays, in chronological order.

A newspaper-style index of every post. Use the topic filter above to narrow by category — every category has its own page at /blog/category/<slug>.

/01DeepSeek Open Source: What You Can Actually Build With It thumbnailAI & Machine Learning

DeepSeek Open Source: What You Can Actually Build With It

ByNerdHeadz Team2026 · 11 · 03/02Claude Duet Explained: Anthropic's Proactive AI Agent for Small Businesses and Professionals thumbnailAI & Machine Learning

Claude Duet Explained: Anthropic's Proactive AI Agent for Small Businesses and Professionals

ByNerdHeadz Team2026 · 11 · 02/03This Week in AI: Gemini 4 Carbon, AI Security Crisis, and How Agents Are Taking Over Finance thumbnailAI & Machine Learning

This Week in AI: Gemini 4 Carbon, AI Security Crisis, and How Agents Are Taking Over Finance

ByAleksandr Kamenev2026 · 11 · 01/04AI Founder Archetypes: Who Builds the Next Big Thing? thumbnailIndustry Insights

AI Founder Archetypes: Who Builds the Next Big Thing?

ByNerdHeadz Team2026 · 10 · 31/05Claude as Your AI Coworker: What Anthropic's Multi-Agent Pairing Means for Builders thumbnailAI & Machine Learning

Claude as Your AI Coworker: What Anthropic's Multi-Agent Pairing Means for Builders

ByNerdHeadz Team2026 · 10 · 26/06This Week in AI: Black October, Kimi K3.1 Pro, DeepSeek DeepInfer, and Always-On Agents Arrive thumbnailAI & Machine Learning

This Week in AI: Black October, Kimi K3.1 Pro, DeepSeek DeepInfer, and Always-On Agents Arrive

ByAleksandr Kamenev2026 · 10 · 25/07Agent Memory: How AI Agents Remember Across Sessions thumbnailAI & Machine Learning

Agent Memory: How AI Agents Remember Across Sessions

ByNerdHeadz Team2026 · 10 · 24/08OpenAI Solves an Erdős Problem: What General-Purpose Math Reasoning Means for AI Development thumbnailAI & Machine Learning

OpenAI Solves an Erdős Problem: What General-Purpose Math Reasoning Means for AI Development

ByNerdHeadz Team2026 · 10 · 23/09Bubble's Official MCP Is Here: What It Means for Teams Building on Bubble thumbnailNo-Code / Low-Code

Bubble's Official MCP Is Here: What It Means for Teams Building on Bubble

ByNerdHeadz Team2026 · 10 · 22/10Better AI Agents Without Changing the Model thumbnailAI & Machine Learning

Better AI Agents Without Changing the Model

ByNerdHeadz Team2026 · 10 · 20/11This Week in AI: Gemini 4 Argon Goes GA, Meta Drops Muse Spark Open, and Long-Running Agents Hit Production thumbnailAI & Machine Learning

This Week in AI: Gemini 4 Argon Goes GA, Meta Drops Muse Spark Open, and Long-Running Agents Hit Production

ByAleksandr Kamenev2026 · 10 · 18/12AI Agents vs. The Open Web: Why Agentic Commerce Is Stalling thumbnailAI & Machine Learning

AI Agents vs. The Open Web: Why Agentic Commerce Is Stalling

ByNerdHeadz Team2026 · 10 · 16
Showing 12 of 197
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