MLOps news and analysis on Web Pulse: 3350 curated articles tracking the latest MLOps developments, tools, and research, updated continuously from vetted sources.
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…
A team running a customer support RAG bot over two million internal documents found that a small cluster of repeated queries — such as "reset password" and its variants — accounted for 38% of all vector lookups, driving …
A developer analyzed production telemetry from three AI teams and found that read APIs such as GET /v1/models, pricing, and public prompt endpoints account for 70% to 85% of requests, saturating Postgres connection pools…
A developer built an AI SRE system that dispatches a team of four specialist agents — covering code, releases, infrastructure, and metrics — plus a synthesizer and a skeptic to diagnose the first hour of on-call incident…
Anthropic engineer Alex Palcuie said at Signals Berlin that Claude's ability to fix its own production incidents has shifted from a March "no" to a "maybe," citing three incidents where the model traced an HTTP 500 spike…
A developer experimenting with AI coding agents on long-lived projects found that while agents can read a codebase and make changes, the engineering reasoning behind those changes — why a validation rule exists, whether …
A developer built Codelux, a local daemon that gives AI coding agents persistent project memory across sessions via MCP on localhost, indexing a 120-file Go project in about three seconds and cutting tokens on a single f…
A developer refactored coding-agent skills into a two-tier orchestration that pins mechanical steps to Claude Haiku in a forked context and routes judgment work to Claude Sonnet, cutting a pull-request-description workfl…
AtlasBurn launched in free beta as a real-time AI API cost intelligence and guardrail tool that monitors token usage and model spend across OpenAI, Anthropic, Google Gemini and AWS Bedrock, forecasts burn trajectories, a…
A developer outlines a design checklist for testing denied-path behavior before connecting an AI agent to SAP via MCP, arguing that a successful stock query proves a connection works but says little about whether it is s…
A developer published a command-line guide for monitoring GPU utilization and temperature on remote servers, using nvidia-smi queries, cron-scheduled CSV logging, webhook-based temperature alerts, and the nvitop terminal…
The agent harness — everything built around a model to make it production-ready, including memory, tool access, model routing, guardrails, cost controls, and traces — is the layer that separates a demo from a production …
A developer's cost analysis of production AI agents finds that per-token pricing dramatically understates real spend, with bills landing 5–10x above naive estimates. The breakdown attributes the gap to four compounding l…
A developer documented a production AI automation failure in which three identical runs of the same probe against the same model produced wildly different results — one run passed 67 percent of cases while the other two …
ApyHub, a catalog of utility APIs, built and published an MCP server to the official MCP registry so assistants like Claude, ChatGPT, and Le Chat could call its APIs directly, then found itself maintaining two hand-writt…
A Hugging Face Space named `whisperx-transcription` failed to start three times in one day with exit code 128, reporting that runc could not set MOUNT_ATTR_IDMAP on /usr/bin/nvidia-cuda-mps-control with an invalid argume…
A security engineer published a practical checklist for testing tool-calling LLM agents, arguing that test suites must verify the system of record rather than the agent's final reply. The checklist covers mapping each to…
The Linux Foundation's Tokenomics Foundation, launched in August 2026, held its first event, Tokenomicon + FinOps X, in Amsterdam on September 22–23, gathering more than 500 FinOps and tokenomics practitioners. The Found…