The Human Web Is Becoming Agent Web
I'm joining Steel as founding growth lead. The web is shifting from human clicks to agent-run workflows. Steel aims to be the execution layer that makes agents reliable via traces + trust.
Bash Owns the Loop
After building several personal autonomous loops, I kept returning to the simplest design: treat Codex or Claude as a short-lived worker inside a Bash loop. The shell owns state, scheduling, validation, recovery, and done conditions. The agent does one bounded unit of work and returns JSON.
What Pretext Reinforced About AI Loops
Pretext didn't introduce the loop to me. It reinforced the stricter version: lock the architecture, measure against reality, isolate the miss, classify it, and use AI for throughput instead of authority.
Optimizing Skills
I spent two weeks benchmarking agent skills on Steel. The surprising result wasn't that prompts matter. It was that variance is expensive, browsing makes it obvious, and the biggest unlock came from redesigning the CLI so the environment carried more of the load.
AI-Native Dev Teams Start With Structure, Not Models
If you want an AI-native dev team, don't start with autonomous coding demos. Start with requirement quality, design systems, task schemas, centralized memory, and explicit validation. AI amplifies structure. It also amplifies chaos.
The Bubble and the Long Game
The printing press took 60 years to become economically sustainable. LLMs are on a similar diffusion path—broad adoption, shallow integration. The winners won't have model access—they'll have the complements: context, workflow, trust.
Claude Code with Multiple Accounts on One Machine
The clean way to use Claude Code with both your normal account and z.ai is one neutral config and two simple entry points.
The Post-Copyright Era of Software
Copyright does not disappear in the AI era, but it stops functioning as a meaningful scarcity mechanism for software. As reimplementation gets cheap, the real moats shift to trust, governance, provenance, maintenance, and operational legitimacy.
Explore once, script forever: turning web runs into scripts
Give the agent a Steel CLI and SKILL.md contract, force a snapshot/click/fill loop, then turn the successful run into a rerunnable bash script.
The Hidden Language of Search
There's a hidden layer between human questions and search results. AI tools translate messy prompts into precise queries - and you can see the evidence in Google Search Console.
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