GuideAI in production
Measuring retry amplification in AI agent workflows
Connect logical tasks to every model and tool attempt, then measure cost and latency per accepted outcome without hiding failed or unknown work.
OpenAI API
Guides, news and explanations about AI and reliable systems.
ExplainerAI in production
Long agent sessions need a prompt-cache SLI
Measure cached input against total input, locate the prefix miss boundary, and judge cache changes beside latency, task cost and correction work.
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
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.