Every concept from Alex Hormozi's $100M Offers ranked by leverage for an independent engineer who already gives away deep expertise but hasn't packaged it into a real offer. Honest assessment with action plan.

Anthropic's latest harness research reveals two underappreciated patterns: why agents can't evaluate their own work (and what to do about it), and why you should be actively removing complexity from your agent harnesses as models improve.

Every concept from Alex Hormozi's $100M Leads ranked by leverage for an independent engineer with a blog, no email list, and zero lead magnets. Prioritized action plan with dependencies and research gaps.

Fixing three Claude Desktop failures on Windows: 'VM service not running' in Cowork, Google Drive connector returning empty results, and persistent 'This isn't working right now' errors -- with PowerShell diagnostics, log analysis, and root causes.

The same error message covers at least six different root causes. Here's the diagnostic decision tree with PowerShell commands, log locations, and fixes for each one.

How the Claude browser extension, Claude Code, and the Google Books API turned 292 audiobooks into an interactive reading page with covers, a pie chart, and two view modes.

Subagents, skills, CLAUDE.md orchestration, headless execution, and state management patterns for Claude Code multi-agent systems. 50 claims verified against official Anthropic docs.

Every MCP server I've built starts with the same scaffolding: HTTP client, Pydantic validation, dual response formats, 70+ tests. So I extracted the pattern into a reusable starter kit that turns any REST API into an MCP server for Claude, Cursor, and other AI assistants.

The session manifests don't contain your conversations. The community tools don't know where to look. Here's the actual path to every Cowork message, tool call, and response, plus an audit log with per-session costs that nobody knew existed.

The Claude in Chrome file_upload tool fails with CDP error -32000 on every site. The fix is a single Chrome extension setting. Here's the one-line solution, the diagnostic that found it, and the wrong assumptions along the way.

How I built ShopForge, a production AI agent with three-tier memory, Bayesian confidence scoring, and skill evolution, and what 10 days of real Etsy operations taught me about self-improving systems.

High-frequency Cowork scheduled tasks can brick Claude Desktop on Windows and macOS. Root cause: the catch-up mechanism. Fix: rename one JSON file.

There's no official schema for Claude Desktop's Cowork session files. So I read 146 of them, diffed the fields, and documented what I found, including some surprises about what Anthropic stores locally.

After 1,500+ commits of AI-paired development, my workflow has narrowed to three tools with distinct roles. Here's what stuck, what didn't, and a real example of GPT catching a security bug in a PR.

How I identified a gap in the Model Context Protocol Python SDK, implemented a fix, navigated CI failures, and got a PR ready for review, all in a single day of AI-paired development.

How a simple research-to-blog pipeline accidentally became an intensive exercise in process engineering, resulting in a self-improving system that emerged from solving immediate problems.