Citations only show the outcome. The real advantage comes from building a brand AI systems consistently retrieve, recognize, and recommend.

TinyFish open-sources Bigset, a multi-agent system that builds structured datasets from plain-English descriptions using live web data

Microsoft launches MXC, an OS-level sandbox for AI agents in Windows, giving enterprises secure runtime controls, identity, and policy enforcement.

TL; DR: Our Visual Studio Code extension for PostgreSQL is now available on the Open VSX registry: Cursor users get first-class database tooling without...

It’s not uncommon for end users adopting OpenTelemetry to, at some point in their journey, ask themselves: “Why is this stuff so complex?”. Full adoption normally requires understanding the different ways of configuring SDKs, multiple Collector deployments, data pipelines, instrumentation libraries, semantic convention registries, APIs for manual instrumentation across many different programming languages, and many other moving pieces. These moving pieces don’t operate in isolation either. They need to work well together as part of a consolidated solution to describe an organization’s software systems using standard, high-quality telemetry. Failing to do so risks ending up with the very problem that OpenTelemetry was designed to solve: disjointed telemetry with disparate semantic conventions in use across the stack, lack of context propagated between services and signals, unnecessarily high data volumes… In general, poor quality telemetry, the opposite of what we need.

Memory OS — Hermes Agent Memory Operating System > **Your agent finally stops forgetting.** \ > Permanent memory. Local memory infrastructure. API-provider agnostic. Surgically token-efficient. Seven memory layers. Automatic, intelligent context injection. Structured facts with trust scoring. A self-curating wiki pipeline. Semantic search across **every conversation you've ever had**. Memory OS turns Hermes Agent into a real long-term collaborator — one that remembers your projects, your