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OpenAI medium

Type
entity
Tags
ai-agents data-systems web-infrastructure
Confidence
medium
Created
2026-08-09
Updated
2026-08-09
Sources
raw/articles/unrolling-the-codex-agent-loop-openai-23c031a29478.md, raw/articles/https-openai-com-index-continuous-voice-interaction-with-gpt-live-be299cd11dcb.md, raw/articles/scaling-postgresql-to-power-800-million-chatgpt-users-openai-d583ad8a9eff.md

OpenAI

The corpus represents OpenAI through three first-party engineering views: the Codex agent loop, low-latency full-duplex voice, and ChatGPT-scale PostgreSQL operations. Together they emphasize control-plane design, state management, and infrastructure choices around model-facing products.

Recurring themes

  • Codex is described as a loop over instructions, tool calls, permissions, and history, with prompt caching and compaction as key context-window controls. [src]
  • GPT-Live separates low-latency audio streaming from slower reasoning, tools, persistence, and delegation; stateful inference and warm handoffs serve long conversations. [src]
  • The database account describes read replication, selective write sharding, pooling, workload isolation, and failover as scaling tools for a read-heavy service. [src]

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