Datadog Launches Experiments to Bridge a Costly Gap Between Product Testing and Observability Data

Datadog, the Cloud Monitoring as a Service company, today announced the launch of Datadog Experiments – a new product that enables teams to design, launch, and measure product experiments and A/B tests directly within its platform. The aim is to give teams the insights they need to “understand how every change affects user behavior, application…

Read More

Kilo targets shadow AI agents with a managed enterprise platform

Kilo has launched KiloClaw for Organizations, a managed version of its OpenClaw platform aimed at enterprises seeking more control over how employees deploy AI agents for tasks such as repository monitoring, email drafting, and calendar management. Co-founded by GitLab co-founder Sid Sijbrandij and Scott Breitenother, Kilo is building open-source coding and AI agent tools and…

Read More

Meta shows structured prompts can make LLMs more reliable for code review

Meta researchers have developed a structured prompting technique that enables LLMs to verify code patches without executing them, achieving up to 93% accuracy in tests. The method, dubbed semi-formal reasoning, could help reduce reliance on the resource-heavy sandbox environments currently required for automated code validation. The development comes as organizations look to deploy agentic AI…

Read More

A GitHub tinkerer teaches Claude to talk less, and that may matter more than it seems

In a quiet corner of GitHub better known for weekend experiments than paradigm shifts, Drona Reddy, a data analyst at Amazon US, has published a single markdown file that promises to cut Claude’s output token usage by more than half, not by changing code, but by reshaping the model’s behavior. The file, called Claude.md and…

Read More

A GitHub tinkerer teaches Claude to talk less, and that may matter more than it seems

In a quiet corner of GitHub better known for weekend experiments than paradigm shifts, Drona Reddy, a data analyst at Amazon US, has published a single markdown file that promises to cut Claude’s output token usage by more than half, not by changing code, but by reshaping the model’s behavior. The file, called Claude.md and…

Read More