Build logs, guides, and field notes

What shipped, what broke, and what it really cost — from running production AI systems.

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Firecrawl Self Host

Firecrawl Self Host

Self-host Firecrawl from a pinned release, verify a scrape, and compare features and 30-day costs with Cloud before choosing a deployment.
BuildSep 22, 2026

Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.

Human Approval for AI Agent Retries

Human Approval for AI Agent Retries

An agent spent $5.48 before anyone looked. See why paid redos need approval that the model cannot grant itself.Sep 22, 2026Build
MindStudio AI Agent Builder

MindStudio AI Agent Builder

Evaluate MindStudio AI Agent Builder by workflow fit, plan limits, model charges, and the cost of 1,000 or 10,000 completed jobs.Sep 22, 2026Build
Superwhisper vs Wispr Flow

Superwhisper vs Wispr Flow

Compare Superwhisper and Wispr Flow for business dictation: local and cloud settings, supported devices, correction work, and the full subscription cost.

Sep 22, 2026Build
AI Automation Agency

AI Automation Agency

Choose an AI automation agency by workflow fit, 90-day total cost, support, and ownership. Compare providers and check the pilot before signing.Sep 22, 2026Build
Grok 4.7 vs Grok 4.6

Grok 4.7 vs Grok 4.6

Grok 4.7 starts at the same token price as 4.6. Compare access, coding evidence and task costs before moving your workflow.Sep 21, 2026AI
Specification Gaming in Production AI Agents

Specification Gaming in Production AI Agents

An AI editor sent 50 of 96 articles off topic. The measured costs, the rules that rewarded drift, and the controls that replaced them.Sep 21, 2026AI
How to Use Claude Code Projects

How to Use Claude Code Projects

Set up Claude Code Projects, check beta access, share context across cloud threads, and see which usage and local-tool limits matter.Sep 21, 2026Build
Step 5 Preview Pricing

Step 5 Preview Pricing

Compare Step 5 Preview API rates with Step Plan Credits, cached-input discounts, and reasoning costs before choosing your billing route.Sep 21, 2026AI
How to Use Jev

How to Use Jev

Use Jev to route a support ticket, read its confidence scores, and test when your workflow should hand the decision to a person.Sep 21, 2026Build
Best Software for Tatting Diagrams

Best Software for Tatting Diagrams

Compare tools for tatting diagrams by ring and chain editing, stitch labels, reusable symbols and clean printable patterns.Sep 20, 2026Design

The lanes.Pick the one you came for.

146 pieces

AI

Models, agents, coding assistants, image, video, voice144 pieces

Build

Ship with AI when you're not an engineer: vibe-coding, app/SaaS builders, automation, MCP, just-enough infra151 pieces

Design

For designers, brand owners, creative directors138 pieces

Growth

AI for marketing, SEO/GEO, content engines, and the operator-business work of turning audience into revenue6 pieces

Playbooks

AI for your niche: the workflows that actually move, tool by tool, priced51 pieces

Explained

What shipped, explained: every real release, decoded for the people who use it0 pieces

Lab

The agent journey, entry by entry: what shipped, what broke, what was decided, in the ventures I run
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Cloudflare's '100x engineer', a 6-agent operator's take

Cloudflare's '100x engineer', a 6-agent operator's take

Matthew Prince cited 2x-100x AI productivity gains to justify 1,100 layoffs. I run 6 production agents on the exact stack he's describing. The 100x engineer framing is conceptually wrong, and founders copying it into H2 headcount plans are about to cut the wrong people.May 12, 2026Growth
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