MLOps news and analysis on Web Pulse: 3323 curated articles tracking the latest MLOps developments, tools, and research, updated continuously from vetted sources.
Backend lead and architect Jawad Ul Hadi built Omni.io, a multi-tenant RAG customer-support engine on NestJS, PostgreSQL with row-level security and pgvector, BullMQ, Gemini and React, designed so that every question sti…
Supabase announced new agent-facing tools at Supabase Select, including a query_logs MCP tool that gives coding agents raw SQL access to project logs, expanded Advisor health checks across Data API, Auth, Storage and Edg…
A developer measured token counts for the same 20-row, 5-field product table serialized in seven formats using the o200k_base tokenizer behind GPT-4o, finding pretty-printed JSON costs roughly 3× the tokens of CSV (884 v…
A developer published a four-file Docker Sandbox Kit that packages the DeepAgents agent harness into an isolated microVM-style sandbox pre-wired to a local Docker Model Runner, letting the agent run with no cloud credent…
Baldur, an early-access Python framework from baldurhq, released a decorator that makes LLM workers share a single backoff wait on a 429 or "overloaded" response and parks failed jobs for replay instead of losing them. T…
Amazon Web Services detailed Amazon SageMaker AI multi-turn reinforcement learning (MTRL), a fine-tuning capability that trains LLM search agents across full multi-turn trajectories rather than single responses, using mu…
CoreWeave put NVIDIA Vera Rubin NVL72 into production at its Fully Connected 2026 conference in San Francisco, with Cognition as the first customer running live workloads; Cognition engineers report up to 4.8x the total …
A developer outlined a hybrid retrieval architecture for a multi-tenant healthtech docs chatbot that fuses keyword and embedding candidate lists and then reranks the shortlist before passing passages to a chat model, kee…
Arize AI shipped a hosted MCP server for its Arize AX observability platform, exposing 45 tools plus server_info across projects, traces, datasets, experiments, evaluators, monitors, and prompts, connectable to Claude Co…
A Proxmox VE 9 user running kernel 7.0 documented a working procedure for passing NVIDIA Tesla A2 GPUs through to privileged LXC containers with CUDA support on Debian 13 Trixie, pinning the NVIDIA driver to version 615 …
A developer built a post-mortem loop for a 24/7 autonomous Claude Code-based dev system in which every failed run produces a structured incident file, a separate distiller agent converts them into one-line rules, and eac…
A developer published a practical framework for governing AI agent write access in CRM and ERP systems, centered on a five-column permission matrix that assigns each action a risk level, agent permission, approval gate, …
Uber rebuilt major parts of the Uber Eats search pipeline and reports a 50% reduction in end-to-end search latency, with early product-based search testing producing more than a 50% reduction in p99 latency. The changes …
A developer has published a guide showing how to bypass Android's NNAPI dispatcher and drive a quantized INT8 diffusion model directly through Vulkan compute shaders on Adreno hardware, achieving sub-33ms inference per f…
A developer detailed how pre-quantizing vectors before indexing into Amazon OpenSearch Service can cut the memory footprint of a 100-million-vector, 1,536-dimension index, which at full FP32 precision requires roughly 64…
A developer published a handover guide for running local LLM inference on an AMD Strix Halo machine (Ryzen AI Max+ 395, gfx1151, 128 GB unified memory), configuring LlamaStash to launch Qwen3.8 Flash-Next and a 27B model…
A developer built Inferock Watch, a tool that records and inspects failed inference calls routed through a gateway so teams can investigate why a request failed even after retry logic recovers it. The approach assigns a …
Anthropic's Lance Martin published "Automating eval design and hillclimbing with Claude" on September 28, adding two commands to the claude-api skill: /claude-api build-eval, which interviews the user and builds an evalu…
MinIO architect Daniel Valdivia published a blog post arguing that AI operators do not need object caches if their object store is fast enough, citing a CoreWeave Warp benchmark in which MinIO AIStor on Solidigm QLC SSDs…
A developer who builds Ordewell, an Apache 2.0 tool for reading coding-agent session files, describes how Claude Code, Codex and OpenCode each persist a structured per-turn record of their runs — Claude Code as JSONL und…