I Make Codex Review Every Diff Claude Writes
A developer implements a system where Claude Code writes code diffs and a separate Codex model reviews them before human approval, using cross-model disagreement to catch bugs that self-review misses.…
A developer implements a system where Claude Code writes code diffs and a separate Codex model reviews them before human approval, using cross-model disagreement to catch bugs that self-review misses.…
A developer runs a personal website with three AI bots handling content creation, operations, and distribution, while the human acts as editor-in-chief. The bots draft posts, fix broken links, and sch…
Vercel's eve agent framework enables developers to deploy AI agents as separate repositories, each with a single responsibility. The author built three bots—content, ops, and growth—deployed to Vercel…
An engineer who runs three autonomous agents—an inbox classifier, a blog assistant, and Devin for code—reveals his simple rule for delegating actions: agents can do anything reversible and inbound una…
A developer argues that human attention, not agent capability, is the bottleneck in AI-assisted workflows. While agent capacity and compute costs are dropping, the fixed resource of human review time …
A writer describes how to add an anti-slop pass to a blogging or artifact pipeline to remove AI-generated tells from drafts. The method uses an open-source catalog of AI phrases and structures, runnin…