OpenAI expands Pro and Business quotas as Perplexity, Vercel and agent tooling push deeper into operations

Key Takeaways

1. Sam Altman said all Pro 100/200/500 and Business Premium quotas are doubling, with Pro 200 unchanged and Work, Codex and dots usage kept separate.
2. Perplexity's Computer added Agent Plugins and drew Shopify merchant use cases, while its decision models were extended into Numbat monitoring.
3. Vercel began rolling out device-bound session credentials and launched a Security Review beta, while expanding CI and CLI tooling.
4. Builders described agent-heavy workflows: synthetic-user product testing, parallel coding agents, automated funnel checks and error-to-PR loops.
5. Starlink expanded across United Airlines flights and a Norwegian government satellite deal, while SpaceX selected Qualcomm for Starlink Mobile.
6. A Learjet 60 pilot's account of a narrow high-altitude stall margin prompted a call for an immediate FAA grounding.

1. AI Products and Agent Infrastructure

1. Sam Altman said all Pro 100/200/500 and Business Premium quotas are doubling starting immediately; Pro 200 quotas will not be reduced, Work and Codex usage stay unchanged, and dots' expanded quota remains temporary and separately metered from default usage 1. Separately, Altman argued that people must retain control of the future and rejected reducing humans to doing only what an AI system deems rewarding, saying that requirement should ultimately constrain AI progress 2.
2. Perplexity added Agent Plugins to its Computer agent framework, operating at a layer above individual connectors across app bundles and their skills; plugins can be browsed or imported from GitHub or .zip and are compatible with other agents 1. Aravind Srinivas said Shopify merchants use Computer for competitor analysis and audits, building web apps, Klaviyo email and marketing campaigns, and Instagram ad automation, with the value in closing the loop across those steps 2 3. He also highlighted decision models: Computer produced a playable 3D Hnefatafl game with an AI opponent showing planned moves and probabilities 4, and decision models are now available in Numbat for security monitoring, alongside the Numbat v0.3.0 release and the open pplx-decider model 5.
3. Vercel began rolling out device-bound session credentials (DBSC) for vercel.com: private keys live in the device TPM and cannot be extracted, and session renewal requires signing with that key, preventing cookies stolen by infostealers from being reused from remote C2 infrastructure; only Chrome on Mac and Windows supports it now, other browsers use a less secure polyfill, and rollout is slow 1. Guillermo Rauch stressed there is no silver bullet and urged MFA, SAML/directory sync and endpoint protection, with DPoP support coming to the Vercel CLI 2. Vercel also launched a Security Review public beta that audits every push and can file fixes via Vercel Agent, free until November 10 3 4, and expanded CI to GitHub repos without a Vercel project plus a vercel doctor command with JSON output 5 6.

2. Builder Workflows and Cost Control

1. Greg Isenberg described testing products with synthetic users: 50 customer calls converted into 50 LLM personas, each with a browser, simulating 30 days of use to cut features that are liked on day one but hated by day ten, using Fathom calls, LLM personas and Browserbase 1. He said his 50-plus-person company across 12 countries runs on voice notes plus reasoning, with agents handling spec review via Linear MCP, competitor research through Exa, Firecrawl and Apify, parallel coding agents in separate git worktrees, Playwright regression tests, Sentry-triggered fix PRs within 10 minutes, and a daily 7 a.m. PostHog funnel check that triggers session-replay review when a step drops more than 10% 2 3.
2. @levelsio said his sites and apps cost about $300/month to run, covering 20,000 paying users, 252 million annual visitors, 2.4 billion requests and 2.4 PB of bandwidth; including Photo AI's $7,000 GPU and $800 R2 storage bills, the total is about $8,000/month 1. He credited Claude Code with saving nearly $34,000/month: switching Photo AI to cheaper video models and offloading some tasks cut GPU costs from $36,000 to $7,000, server consolidation to Hetzner saved about $3,000, Backblaze B2 lifecycle rules cut backup costs from $1,200 to $26, R2 lifecycle rules saved $400, idle domains $118 and a Claude subscription downgrade $100 2. He argued AI is good at finding savings itself, which is bad for the economy short term but cuts waste long term 3.
3. Clifton Sellers said he used the Grok bot over two hours for marketing and sales prep, including finding funnel gaps, turning posts into short videos, extracting topics from social listening, writing second-call prep notes, drafting first emails to new prospects, following up on missed calls and building an SEO site list 1. He argued that winning in 2026 depends more on the person than the AI model, that the competitive field is flattening, and that the last moat is staying authentic around a distinct story and community 2.

3. Infrastructure, Security and Hardware

1. Starlink reached 50% of United Airlines' daily flights (674 aircraft), with targets of 61% by end-2026 and full fleet coverage by end-2027; SpaceX selected Qualcomm Dragonwing to accelerate the Starlink Mobile national 5G network, launching in 2027; and the Norwegian government signed a satellite communications agreement worth up to NOK 450 million that explicitly requires Starlink access 1 2 3 4 5. Elon Musk also said space data centers now look quite attractive 6, a view echoed by Alexis Ohanian, who cited Starcloud's reported $2.3 billion valuation, a first space data center built for $2.5 million against a $75–100 million quote, $450 million raised, and a claim that dawn-dusk orbit could host about 10 TW of compute 7 8.
2. A pilot with 15 years on the Learjet 60, now flying Gulfstreams, said the aircraft's supercritical wing is highly sensitive to airflow and its high-altitude coffin-corner window is narrow, with only about 20 knots between stall and overspeed, making Mach tuck easy to enter and hard to recover from; the pilot attributed the accident crew's loss of the horizontal stabilizer to a stall and acceleration after flying through a thunderstorm and said peers had shown similar risky behavior before 1. @levelsio cited that account in calling for the FAA to ground the Learjet 60 immediately 2.

4. Ecosystem Notes

1. Garry Tan relayed YC data: about 80,000–90,000 applications compete for roughly 800 spots each year, an acceptance rate under 1%, with 8–10% getting interviews and finalists getting only 10 minutes because Paul Graham thought five minutes was enough but rude; he said about 10–15% of self-made billionaires under 50 are YC alumni and that Musk would be accepted 100% of the time in his current form 1. Tan also said he is excited about superintelligence arriving at what he called an unusual inflection point 2.
2. Tobi Lutke relayed that Tomo now supports Shop Pay, with a first purchase of an inflatable T-Rex completed entirely through iMessage after discovering the item in the Shopify Catalog 1. Yohei Nakajima highlighted qwenFS, which compiles a file system directly into Qwen3.5-2B weights with no components outside the model, adding eight layers before Qwen's 24 and storing files in attention and tables in Gated DeltaNet state, with reads and writes inside the model's forward pass 2.