MLOps news and analysis on Web Pulse: 3347 curated articles tracking the latest MLOps developments, tools, and research, updated continuously from vetted sources.
Testkube launched AI Test Creation on September 22, a feature that generates working tests in a team's existing framework (Playwright, Cypress, k6, or Postman/Newman) from plain-language descriptions and runs them inside…
AWS detailed five quality-assurance techniques built on Amazon Bedrock that give its NarrateAI conversational assistant approximately 99 percent numerical accuracy while streaming responses in real time for more than 4,0…
Kong released Kong Operator 2.3, adding full Kubernetes CRD support for Kong AI Gateway so teams can declare AI Gateway control planes, model providers, models, policies, authentication, and consumers as Kubernetes resou…
A developer built kagent-agentevals, an open-source tool that converts kagent session records into the trajectory format scored by LangChain's agentevals, plus a golden-suite runner that exits non-zero when an agent's be…
Google Cloud announced the general availability of Memorystore for Valkey 9.1, which it says achieves up to 3x queries per second at microsecond latency compared to Memorystore for Redis Cluster. The release replaces sta…
A developer built a provider-agnostic RAG pipeline using hexagonal architecture, decoupling the application from specific LLMs, vector databases, and document-processing frameworks through lazy imports and abstract inter…
Amazon Web Services and Qumulo reported that a SageMaker HyperPod training cluster in the US West (Oregon) Region (us-west-2) reading data remotely from the US East (Ohio) Region (us-east-2) through Qumulo's Cloud Data F…
A developer published a Python recipe for creating a run manifest that records the actual inputs, configuration, source snapshot, and evaluator revision behind an AI evaluation, then hashes it with SHA-256 for a stable d…
A developer with over 35 years in IT built Issue Flow, an agent-orchestration workflow that takes a vague bug report or enhancement from initial description toward production, gathering evidence such as screenshots, netw…
A developer built sdlc-playbooks, an open-source, file-based delivery procedure for agentic coding that runs in both Claude Code and Codex from a single source. The workflow replaces prompt-based behavioral rules with se…
Cast AI's 2026 State of Kubernetes Optimization Report found average GPU utilization across its fleet of 23,000 production clusters is just 5%, with AKS at 2%, EKS at 5%, and GKE at 6%, while the best observed fleet — a …
WhiteFiber has made WhiteFiber Continuum commercially available, a two-site distributed GPU supercluster architecture rated at 136 Tbps of aggregate bandwidth across two HITRUST-certified QTS facilities 83 kilometers apa…
AI coding agents such as Claude Code store a granular JSONL log of every thought, tool call and response on the local machine, but Claude Code deletes those logs after 30 days by default, leaving the data unused. The art…
Perplexity replaced Amazon DynamoDB with CobbleDB, an internally developed Rust distributed key-value store, cutting batch-read latencies fivefold and lowering storage expenses by at least 20 percent. The migration addre…
A developer documented building a fully offline AI agent stack on an old Android phone using Termux, chaining Vosk speech recognition, a quantized llama.cpp model, a JSON command executor, and espeak-ng for spoken feedba…
Developer Anassbzdd released FitCheck, an open-source tool that estimates peak VRAM for LoRA, QLoRA, and full LLM fine-tuning and for serving based on model weights and KV cache, reading a model's Hugging Face config.jso…
A developer built InsurStaq, a local-first AppSec auditor for macOS (Apple silicon) that runs deterministic scanners and attack-path tracing before feeding only a bounded evidence packet to a local LLM, so the model neve…
Feast v0.65 ships a first-class ScyllaDB online store integration that uses ScyllaDB's shard-aware Python driver, works with self-hosted and ScyllaDB Cloud clusters, and implements Feast's vector database API for retriev…
A developer released AGENTBOX, a zero-dependency, fully local flight recorder that wraps any AI agent or command and produces a hash-chained JSONL session file of every tool call, shell command, file operation and URL hi…
A DevOps engineer built a proof-of-concept that pairs GitHub Actions with a Microsoft Foundry agent to explore agent-assisted release review, keeping human approval as the final authority. The GitHub Actions workflow run…