live wire
▸JAVA · Quarkus 4.0.0.Beta1 moves to Java 21, adds HTTP/3 and starts extension migration (Oct. 1)Quarkus▸SECURITY · X41 shows shared /dev/shm can turn Envoy hot restart into cross-container lateral movementX41 D-Sec▸DATA · AWS and Red Hat map Confluent Platform on ROSA with HCP, CFK and OpenShift security controlsAWS IBM & Red Hat▸API · Red Hat resolves intermittent 3scale API Manager latencyRed Hat Status▸AI · IBM shows Maximo workflows exposed as approval-gated MCP tools on OpenShiftIBM Community▸AI · vLLM adds day-zero NVIDIA Vera Rubin support and reports 7.8× per-GPU throughputvLLM▸INTEGRATION · Apache Camel 4.23 makes Kamelets visible to AI tooling and validationApache Camel▸SECURITY · OpenShift 4.14.75 fixes five CVEs, including two SQLite code-execution flawsRed Hat Customer Portal▸SUPPLY CHAIN · Red Hat maps CRA-ready open source practices as EU reporting rules take effectRed Hat Blog▸AI · Red Hat AI Inference on IBM Cloud adds an OpenAI-compatible Embeddings APIIBM Cloud▸API · Red Hat investigates degraded 3scale API Management SaaS APIsRed Hat Status▸PLATFORM · Red Hat and Cloudera validate a 100-VM analytics stack on OpenShift VirtualizationRed Hat Blog▸DEVELOPER HUB · Red Hat maps a four-zone, quota-aware Dev Spaces architectureRed Hat Developer▸INTEGRATION · Camel 4.23 teaches agent tools to discover and validate KameletsApache Camel▸JAVA · Quarkus 4.0.0.Beta1 moves to Java 21, adds HTTP/3 and starts extension migration (Oct. 1)Quarkus▸SECURITY · X41 shows shared /dev/shm can turn Envoy hot restart into cross-container lateral movementX41 D-Sec▸DATA · AWS and Red Hat map Confluent Platform on ROSA with HCP, CFK and OpenShift security controlsAWS IBM & Red Hat▸API · Red Hat resolves intermittent 3scale API Manager latencyRed Hat Status▸AI · IBM shows Maximo workflows exposed as approval-gated MCP tools on OpenShiftIBM Community▸AI · vLLM adds day-zero NVIDIA Vera Rubin support and reports 7.8× per-GPU throughputvLLM▸INTEGRATION · Apache Camel 4.23 makes Kamelets visible to AI tooling and validationApache Camel▸SECURITY · OpenShift 4.14.75 fixes five CVEs, including two SQLite code-execution flawsRed Hat Customer Portal▸SUPPLY CHAIN · Red Hat maps CRA-ready open source practices as EU reporting rules take effectRed Hat Blog▸AI · Red Hat AI Inference on IBM Cloud adds an OpenAI-compatible Embeddings APIIBM Cloud▸API · Red Hat investigates degraded 3scale API Management SaaS APIsRed Hat Status▸PLATFORM · Red Hat and Cloudera validate a 100-VM analytics stack on OpenShift VirtualizationRed Hat Blog▸DEVELOPER HUB · Red Hat maps a four-zone, quota-aware Dev Spaces architectureRed Hat Developer▸INTEGRATION · Camel 4.23 teaches agent tools to discover and validate KameletsApache Camel
upstreambeat.ai

open-source · since 2024

InstructLab

InstructLab

An open-source framework and command-line workflow for aligning and tuning language models with community-contributed taxonomy data. The archived core repository records the project's refactoring toward a framework SDK, with synthetic-data generation and training moved into dedicated repositories.

website ↗repository ↗Apache-2.0
AImodel tuningsynthetic dataalignment
desk notes

Verified 2026-08-31. The core GitHub repository is archived and read-only. Its September 2, 2025 community announcement directs synthetic-data generation to SDG Hub and training to Training Hub; the project site remains reachable.