MLOps news and analysis on Web Pulse: 3360 curated articles tracking the latest MLOps developments, tools, and research, updated continuously from vetted sources.
Linear's CTO detailed how agentic coding drove the company's test suite to nearly quadruple, with roughly 2,000 new tests added weekly, forcing months of pipeline performance work to keep pull request wait times from gro…
Runway ML is hiring a Member of Technical Staff for its ML Platform team to own model evaluation end to end, offering $240,000 to $290,000 per year plus equity for a remote staff-level role requiring 5+ years of experien…
Anthropic's CI infrastructure data shows Claude now writes 80% of the company's code, with its test suite growing 10x and CI jobs rising 25x over six months, according to a company post. A developer argues this reveals t…
The Hive swarm intelligence platform for open source reached its v5 stable release on September 21, introducing three digest-verified release channels, four per-agent policy modes enforced by a proxy, and formal protocol…
DeepEval released JevEval, a custom LLM evaluation metric that uses Jev as a judge to convert explicit questions and calibrated probabilities into deterministic scores. JevEval separates evaluation into three steps: the …
AWS launched CloudWatch Omni, a unified observability service that integrates metrics, logs, and traces across AI agent behavior and application performance in production, according to CIO.com. AWS said traditional obser…
A developer built Hive Hub and Spoke, an open-source AI agent orchestration platform that coordinates teams of specialized coding agents across GitHub repositories. Each "spoke" runs agents such as scanner, quality, and …
DeepSeek published a technical report on DeepSeek Elastic Compute (DSec), a production sandbox platform for large-scale agentic training and evaluation with large language models, submitted to arXiv on 19 Sep 2026. A sin…
A developer who previously predicted AI's rapid takeover of software engineering says the jokes about "vibe coding" have aged poorly, arguing that AI agents now handle most implementation work while programmers shift tow…
AWS launched CloudWatch Omni, an off-console observability experience that unifies agent, application, and infrastructure telemetry in an application-centric setup, the company announced in a blog post. CloudWatch Omni a…
A developer fine-tuned an 8B-parameter model on fewer than 250 security-classification examples and documented a set of known degradation patterns appearing together at small scale on consumer hardware. The fine-tuned mo…
Snowflake announced that Agent Observability is coming soon to private preview in Observe by Snowflake, giving teams instrumentation, metrics, tooling and a UI to monitor, debug and improve AI agents and LLM applications…
A developer published a step-by-step guide for deploying Gemma 4 E2B on a Google Compute Engine instance with a single Tesla T4 GPU, using a minimal n1-standard-2 host and a 250 GB data disk mounted at /opt1. The writeup…
NVIDIA released Topograph, an open source toolkit that discovers cluster network topology from cloud APIs or on-premises fabric systems and publishes it as Kubernetes node labels, Slurm topology configuration, or Slinky …
A developer demonstrated a contract-testing approach that runs OpenAI-, Anthropic-, and Ollama-compatible protocol adapters against a single local model environment using Docker Model Runner, arguing that "OpenAI-compati…
AliCloud unveiled an "Agentic Cloud" stack at the 2026 Apsara Conference, including AgentCore, Agent Sandbox, and a new CPFS storage layer, to support models such as Qwen3.8 Max and KIMI K3 that exceed 2T parameters. Ali…
Tempo introduced its Workforce Intelligence (WFI) product following early access programs in mid-2026 to tie AI token spend from providers such as OpenAI and Anthropic to GitHub commits and Jira tickets, according to Tem…
A three-pronged strategy of metadata-driven retry budgets, selective tool-schema filtering, and quadratic-aware context compression can cut token bills for multi-turn LLM coding agents by up to 30% while preserving codin…
A developer surveyed five MCP gateway solutions — Bifrost, OpenRouter, Cloudflare AI Gateway, Kong AI Gateway, and LiteLLM — for managing Model Context Protocol servers at enterprise scale in 2026. The writeup argues tha…
Fintech company Ramp deployed an autonomous AI on-call agent called OCA that assisted with 575 merged fixes across 1,220 incident pull requests over four weeks, cutting human investigation time by roughly 50% and requiri…