OpenAI's Sign in with ChatGPT lets Plus and Pro users run an app's AI requests on their own plan, up to a weekly cap they set per app. That cap reserves none of the user's quota, so builders still need their own API key for any request the plan cannot cover.
Reality
- Evidence55
- Adoption30
- Hype gap+5
- Incentives30
- Confidence50
Agenthof, an Apache-2.0 Go gateway, holds MCP server credentials so a hijacked agent can steal only a revocable per-run token, a dev.to walkthrough shows. Every tool call crosses the gateway, so it can also refuse ungranted tools and log each call to a hash-chained ledger.
Reality
- Evidence35
- Adoption
- Insufficient
- Hype gap+5
- Incentives
- Insufficient
- Confidence40
IFTTT's authorization redirect arrives with no code_challenge, and an authorization server that mandates PKCE answers invalid_request. Publora's developer kept the requirement and put a Cloudflare Worker in front of it.
Reality
- Evidence60
- Adoption20
- Hype gap−5
- Incentives55
- Confidence55
Seven Claude Code subagents produced 382 commits, 24 board meetings and 16 articles in 21 days, and no revenue. The reusable part of the writeup is the runner that treated exit code 0 as proof the work happened.
Reality
- Evidence45
- Adoption18
- Hype gap−20
- Incentives55
- Confidence42
The Cloud Security Alliance has published something a security team can genuinely gate on, provided that team is willing to read the repository rather than the blog post, and to write its authorization rules as code.
Publishers:cloudsecurityalliance.org
Reality
- Evidence45
- Adoption10
- Hype gap+30
- Incentives55
- Confidence58
A dev.to walkthrough of Auth0-style reuse detection puts the whole detector in two lookups: is this token spent, and is its family still active. Delete-on-rotate can answer neither of them.
Reality
- Evidence42
- Adoption
- Insufficient
- Hype gap+28
- Incentives25
- Confidence55
A build log for an unattended AI avatar channel reports that Twitch accepts an invalid key and quietly drops the ingest, which leaves the platform as the only place a liveness check can honestly terminate.
Reality
- Evidence42
- Adoption10
- Hype gap+18
- Incentives28
- Confidence46
AWS published the build pattern most agent demos skip: isolation and cost attribution scoped per customer, not per application. Axonius chose silo and kept its existing tenant plumbing.
Reality
- Evidence42
- Adoption28
- Hype gap+12
- Incentives85
- Confidence48
A Codex-and-xurl walkthrough splits scheduled posting into four layers so the model never picks the account or shapes the request. The separation is the design; the cron job is trivia.
Reality
- Evidence42
- Adoption10
- Hype gap+12
- Incentives35
- Confidence48