MLOps news and analysis on Web Pulse: 3347 curated articles tracking the latest MLOps developments, tools, and research, updated continuously from vetted sources.
Autonomous published a three-layer defense for unattended AI coding agents that combines Secure MCP Cloud, Runtime Protection, and session-state egress restrictions to break the "lethal trifecta" of private data access, …
A developer documented thirteen tagged releases of the Trelix project from v3.2.2 through v3.3.8, after discovering that the published v3.2.1 Docker image never contained the trelix-mcp entrypoint and that its console sc…
Quiet Hours Valet built a production command center that orchestrates eight concurrent AI voice agents and eight automation scenarios using Supabase Edge Functions, VAPI, and a self-hosted PostgreSQL stack. The system pa…
The team behind Evaficy Smart Test built a peer-review workflow into its testing tool that treats test cases like pull requests, requiring a second reviewer to check both technical soundness and business alignment before…
Plaid migrated its Amazon Aurora MySQL fleet to the distributed SQL database TiDB after an estimate put a major-version upgrade at six engineering months and tens of minutes of downtime, and its first TiDB upgrade covere…
A developer benchmarked six deduplication-and-update strategies for agent long-term memory systems, testing mem0 2.0.7, MemOS and signetai on the open-source NeatMem project. In a reproduction using OpenClaw sessions, fo…
A developer writing under the handle derek wang describes migrating an internal knowledge system, gbrain, to a new system called derekinside, finding that the knowledge base itself was unchanged — 555 pages and 2,651 chu…
GoML deployed more than 40 AI systems into production in 2026 using specification driven development with Claude Code, an approach that externalizes intent into persistent Markdown spec files committed alongside source c…
A developer outlines a bounded state-machine architecture for serverless AI publishing pipelines, arguing that naive retry loops in ephemeral runtimes breach platform subrequest ceilings and leave repositories half-commi…
A developer built a personal "LifeOS" system that separates lightweight daytime logging from context-heavy evening processing, using SQLite to record events and an Obsidian-style vault to hold project state and knowledge…
A developer built HivePlane, an open-source control plane for AI agent fleets that enforces declarative workload manifests, admission control, certification benchmarks, and per-run budget ceilings, and validated it with …
Researchers at Semgrep documented a supply-chain attack in which the sckit worm was embedded in legitimate MemTensor MemOS npm and PyPI packages, activating not at install time but when the affected Python package is imp…
A developer built PipelineSentinel, a deployable layer that scores each CI/CD run against its own pipeline's history to flag anomalies before a human has to triage them. The tool pulls run metadata from the GitHub Action…
A developer built Agent Pigeon, an open-source CLI that reads local Claude Code and Codex session history after a run and condenses it into a short "Flight" report of edits, verification checks, and fail-to-pass transiti…
A developer running a hosted chat and coding agent on open-weight models reports that most hosted LLM endpoints serve roughly 32K tokens of context regardless of the context window advertised on the model card, with only…
A developer has published a technical guide showing how to combine differential privacy and decentralized learning to build HIPAA-ready medical analytics, using PySyft for federated computation and Opacus for differentia…
The software team at Oizom, an environmental monitoring company, built a ticket-driven development pipeline in which developers specify work in plain English on a ticket board and an AI coding agent, paired one-to-one wi…
A developer measured how pgvector's HNSW approximate index silently starves permission-filtered AI search results, showing that a caller allowed to read only 10 percent of documents received a median of 4 rows out of a r…
Trail of Bits spent six months before the Miden zkVM audit building developer tooling with AI agents — an LSP server and VS Code extension, a MASM decompiler, a static analysis engine, and a Lean formal model of the VM e…
A 15-day single-case study of a closed-source industrial C++ repository, arXiv:2609.29172 by Andreas Bexell, Lo Gullstrand Heander and Emma Söderberg, found that once an AI coding assistant made mechanical source editing…