100 hours of Hermes Agent lessons in 46 minutes
A 47-minute walkthrough of all seven levels of Hermes Agent — from bare VPS to full MCP back end.
May 6thPietro Schirano left Anthropic, built MagicPath in a week, and raised funding from a single tweet. Here he explains exactly how he builds — and why he hasn't touched Claude Code in five months.
The developer who wins in the agent era is not the one who writes the most code but the one who provides the best context — because every quality gap between AI outputs is a context gap, not a model gap.
Pietro Schirano, who spent nine months at Anthropic working on Claude Code and MCP before leaving to build MagicPath, argues that Codex has surpassed Claude Code on two dimensions: a tighter agentic loop and significantly lower token consumption. But the deeper argument in this conversation is structural — software delivered through websites is dying because every person will soon run their own agent with their own context, model, and harness. The practical implications: build less UI, more API; invest in domain-specific knowledge the agent can consume; use brand and community as your moat because features are ephemeral. On the workflow side, Pietro shares the macOS text replacements that expand into full Codex prompts, a model-tiering trick (5.5 high for planning, small model for execution), and multi-agent spawning for parallel tasks.
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Host intro, Pietro's Anthropic background, teaser of key claims: left Anthropic, raised money in a week, Codex vs Claude Code.

Pietro shows Codex's browser/terminal/file panel, demonstrates MagicPath running inside it, explains why software delivery via websites is dying.

Real-time web scraping API with MCP server integration.

Browser becomes secondary surface. Codex SDK prediction. Agent-first vs browser-first. MagicPath on mobile demo — Pietro builds a David Ondrej website from his phone while walking.

Idea-to-share-to-collaboration speed as the key metric. Three things to optimize: the problem, the context you provide, the easiest distribution surface. Building a legal AI company example.

Pietro's Twitter-first brand-building story, the Figma-is-dead tweet, stick to your truth publicly before you build the product.

Advice for founders without audiences: just post demos. The Fazza viral moment as proof. Pietro's 2024 Claude speech-to-text demo as a before/after on model capability.

Screen Studio as the alpha tool. Keep it under 60 seconds. Coherent story beats impressive features. The MagicPath 40-second Codex demo that drove 400K views.

Twitter for alpha and early movers. YouTube for actual customers and long watch times. Both required; different jobs.

Perfect is the enemy of good. One feature at launch. Discord beta testers for MagicPath 2.0. Don't be Steve Jobs — get feedback early.

Claude Design as the big-company competitor. Stay in your unique lane. MagicPath as agent-first, deployed React — not a Figma competitor.

Models are always getting better — that is the one certainty. Build incrementally toward that future. MagicPath roadmap from AI design tool to agent platform.

absorb, spawn, PR, bug, plan, explain text replacements. 5.5 high for plan → small model for implementation. Multi-agent spawning for parallel tasks. Codex on mobile via iCloud sync.

Pietro's Codex-built Flipper Zero game and vibration notification. Three action steps: sharpen context skills, use MagicPath as your canvas, build and ship ideas publicly.

Mutual appreciation, hint at upcoming OpenAI model, goodbye.
The gap between a 1x and 100x developer is not which AI tool they use — it is how precisely they provide context to that tool.
“I haven't touched Claude Code in, like, five months.”
“The future of work is gonna be less about doing the thing, but more about supervising the thing.”
“The idea of going to a website to do something, I think it's gonna die.”
“The absolute alpha is the one tool you wanna use is this one called Screen Studio.”
“Engineering is a problem of context — coding, debugging. You wanna get very sharp in the way that you provide context to the AI.”
“I left Anthropic. I built a demo of Magic Path. I think I got, like, a million views on that tweet, and then I raised money in a week after that.”
“AI slop is because they don't provide the right context.”
See every word as it's spoken — crank it to 2× and still catch all of it. The same dual-channel trick behind Amazon's Kindle + Audible.
Pietro Schirano opens with three words — "I left Anthropic" — and the rest of the episode explains why that decision was rational. As the engineer who worked inside the Claude Code and MCP teams, he now uses Codex exclusively and hasn't opened Claude Code in five months. What follows is 48 minutes of builder-to-builder alpha on agents, context, and the death of software as we know it.
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47:44A 47-minute walkthrough of all seven levels of Hermes Agent — from bare VPS to full MCP back end.
May 6thA 25-minute walkthrough of running long-lived AI coding agents on a VPS by wrapping every session in tmux — so closing a laptop, killing an SSH connection, or losing power never interrupts a job that's supposed to run for 24 hours.
May 25thDavid Ondrej installs SuperGemma4-26b locally via Ollama, then open-sources a two-day Claude+Codex build: an automated loop that discovers which prompt harnesses make commercial models answer what they normally refuse.
May 11thA 31-minute live walkthrough of giving a Hermes AI agent autonomous phone capabilities via VAPI -- from booking a 5-cent spa call to 24/7 cold-outreach cron jobs.
May 20thDavid Ondrej installs Google's open-source coding agent, runs it live against Claude Code on a real production codebase, and lets the results speak.
June 26th 2025David Ondrej compresses Anthropic's official 7-hour Claude Code masterclass into 27 minutes — with two ground-truth corrections the official course is already wrong about.
January 20th