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ChatGPT Pro 5x vs 20x for Codex: compare rate limits, token burn, and when Plus + API or $100/$200 Pro fits agentic coding, monorepos, and parallel agents.
ChatGPT Pro $100 vs $200 explained: same Pro features, 5× vs 20× usage vs Plus. Compare rate limits, Codex headroom, and which tier fits you.
From index hosting through source and wheel formats to virtual-environment install, the report reframes how teams should treat everyday Python dependency risk.
The operator chained CVE-2025-3248 through secrets harvest, Nacos takeover and database destruction — including a 31-second self-repair — with no human driving.
The overlap breaks single-actor incident models: a confirmed foothold no longer implies a single intrusion set, or that eviction ends the campaign.
Federal cases reveal ransomware negotiators acting as double agents who leaked insurance limits to inflate ransoms and collect kickbacks from attackers.
Drawn from 600 breached organizations, the figures are converting abstract AI hype into concrete budget justification for CISOs facing machine-speed attackers.
After the 2026 Register of Information cycles, operational resilience is no longer a checkbox a board can safely delegate to the CIO or a third party.