GuideIncident response
An SRE incident handoff in ChatGPT Space
A synthetic order-service incident follows a shared handoff through page edits, new findings and shift change, including the review and access work involved.
OpenAI
Guides, news and explanations about AI and reliable systems.
NewsAI in production
OpenAI Dots carries maintenance tasks between conversations
A persistent assistant can gather context and prepare a dependency patch across conversations. The workspace and installed version determine what its test result means.
Codex Cloud gives coding tasks a reusable starting environment
A published Codex Cloud environment gives new tasks prepared files and tools. Existing tasks retain their own working state, including tools installed before an update.
GuideAI in production
Prompt caching: measure the cost of useful work
What prompt-cache hits save once retries and failed work are included in task cost, with a local calculator and ledger.
NewsAI in production
GPT-6 Sol and Luna change the agent cost calculation
GPT-6 Sol and Luna combine lower token rates with cache-write and cache-read pricing. A repeated prompt can cost less even though its first cached write carries a premium.
GuideAI in production
Supervising coding agents with Herdr
How Herdr keeps coding sessions available while you detach, and what changes when its server restarts.
ExplainerAI in production
Using ChatGPT for SRE analysis and writing
Runbook comparisons, timelines and draft updates provide checkable inputs for assistance. Incident closure also needs evidence about service recovery and unfinished work.
GuideAI in production
Where workplace ChatGPT data goes
An approved summary task can take a new data path when a connector is added. Account controls, retention and output sharing apply at different points along that path.