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One command gets anyone a Cloudflare-signed HTTPS URL with zero registration. WHOIS confirms Cloudflare really owns the domain, and that's precisely the property two years of threat intel show being used for RAT delivery and AiTM phishing.
Eight years running my own Webflow studio taught me this: sell and deliver fast before you worry about craft. A four-step client process, and where to find the first ones.
The difference between one interactive session and ten agents while you sleep isn't model intelligence. It's whether each agent has a contract dense enough to work without you.
Same words, different architectures. When to delegate with subagents, when to collaborate with agent teams, and when tmux background sessions beat both.
A 1M-token window doesn't remove the constraint. It moves it from running out of room to filling the room with the wrong things. Three defenses from a year of fleet operation.
Two unrelated rebuilds. A macOS kanban app in Rust, three websites with HTML marker pairs. Arrived at the same primitive: one binary, one job, no runtime to babysit.
When you run agents across fifty-plus projects, the filesystem becomes your bottleneck. A three-type taxonomy. Seat, domain, system. Cuts orient-cost from O(n) to O(1).
I ran a fully autonomous AI agent workspace for twenty sprints with no human gates. It shipped 200 pages. The more valuable output was a four-item failure catalog.
Three things I wish someone had told me when I started Webflow eight years ago: use Relume for layouts, follow Client-First for class naming, and switch to REM units.
A practical Git workflow for vibe coding with AI: clean branches, atomic commits via git add -p, intent-driven messages, and PR review as the final gate.
A CLI orchestrator that turns AI agents into long-running workers against a GitHub backlog: a 3-layer master/workspace/project model with a vault-backed feedback loop.
The first unsupervised run of my agent orchestrator: 686 cycles, 11 merged PRs, 8 self-healed stalls, and 94% idle time. What worked, what broke, and why the failures were the point.
619 commits and two months in. An honest retrospective: state-in-the-filesystem and folder-as-config held under load; idle polling and handoff races broke.
An MCP server over local SQLite, semantic retrieval, lifecycle tiers, conflict detection, and buckets. Published on npm and working across Claude Code, Cursor, and Windsurf.
Most CMSs treat HTML as a build output. Freedom CMS edits the HTML file directly via contenteditable, autocommits to git. No database, no schema, no build step.
A 200-line Rust binary that does literal substitution between HTML comments. Smaller than every templating system I've used.
619 commits in two months. The two load-bearing choices: Rust, because the compiler shortens the agent's iteration loop, and tmux, because agents are long-running processes that have to survive the laptop.
For solo developers and agent-driven sites, vanilla HTML beats React, Next, and Astro. The framework tax is hidden until you remove it.
From single-prompt user to fleet operator: the eight components of a personal AI OS, and what shipping each one taught me.
The recursive structure that lets a single architectural rule survive across sessions, providers, and tier boundaries.
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