Saimon Sharif
1.6K posts


In case you're wondering, this is the stage of the market we're at.









Exclusive: Meta employees are “tokenmaxxing” and competing on an internal leaderboard called “Claudeonomics” for status as a token legend. Over a recent 30-day period, total usage on the dashboard topped 60 trillion tokens.



We replaced urllib3 inside boto3 with a Zig HTTP client. One import line. Same API. Upto 115x faster with TurboAPI. import faster_boto3 as boto3 Here's what happened..



Databricks is acquiring Quotient AI to strengthen the agent evaluation and reinforcement learning capabilities in Genie, Genie Code, and Agent Bricks so customers get more reliable AI agents in production. Databricks already provides powerful tools for evaluating and improving AI agents. With Quotient, we're strengthening these capabilities across our platform with a continuous evaluation and improvement layer that monitors agent behavior in production, catches issues like hallucinations and broken reasoning before users do, and uses those signals to continuously improve performance over time. We're excited to welcome the Quotient AI team to Databricks as we continue building the most reliable platform for developing, deploying, and improving agentic systems at scale! databricks.com/blog/databrick…














