OpenClaw’s pull‑request volume exploded from two a week to 3,400, while merge rates fell from 48 % to under 10 %. Most new PRs are AI‑generated spam submitted in seconds, eroding repo trust. The crisis pushes projects toward sender‑reputation tools such as Mitchell Hashimoto’s Vouch.
PayPal deployed Salesforce’s Agentforce AI SDR to cold‑call roughly 8,000 monthly leads that reps never touched. The AI ran a ten‑touch cadence, handing qualified meetings to reps, and conversion rates rose about 50% versus human‑only effort. It shows AI agents can unlock revenue in buried pipeline without reshaping data first.
AI inference resellers lose margin if they charge cost‑plus, but switching to outcome‑based pricing and cutting compute costs can restore 30‑plus‑point margins. Tom Tunguz shows how model routing, caching, and distillation decouple revenue from raw token prices, letting startups sell work, not compute.
Cursor grew to $100 M ARR in under two years by turning VS Code into a drop‑in AI‑powered fork, so developers kept every extension and shortcut they’d built up. By removing any need to switch tools, it captured a massive share of VS Code’s user base. The lesson: erase switching costs and the customers come with themselves.