Hello, I am kazu.Gemini 4 Carbon has been released to the public, so I opened the Gemini app myself. However, on the Pro plan ...
Compare open-source AI token optimization tools for coding agents and APIs, including benefits, risks, setup and ways to ...
LLM token pricing bills per million input and output tokens, with output costing up to 10x more and prompt caching cutting ...
If you make an AI read the same introduction every time, most of your bill will consist of input tokens. Even if you know ...
Three companies now sell the same basic product: on-demand access to frontier AI models through a cloud API. Amazon Bedrock, Microsoft Foundry, and Google’s Vertex AI all promise the same pitch: pick ...
We ran 10 prompts through Bing Copilot APIs and compared 8 Copilot scrapers on the page they read, speed, citations, ...
Put TYPESAFE_API_KEY for Jev and OPENAI_API_KEY for OpenAI Decisions in the project's root .env file. The pipeline loads this file automatically, including when called from Python; existing shell ...
Cache Response Rules allow you to configure cache settings based on request and response attributes. These rules execute prior to caching in the http_response_cache_settings phase, which runs after ...
Python libraries that replace hundreds of lines of custom code. LiteLLM, Instructor, Tenacity, and 5 more I use in every agent.
A cache that expires after half an hour can miss the way business software actually runs. OpenAI is now giving developers a 12-hour window, allowing applications to reuse lengthy instructions and ...
The 12-hour option targets a recurring cost in persistent agents: resending the same long prompt after an idle gap. Its 2.5x cache-write rate means the savings depend on measured reuse, not just ...
Learn R6 Siege RP vs hidden MMR and build a Python tool to estimate any player rank, including Jynxzi, in 12 steps.