An industrial supplies distributor in Binh Duong, working with HimiTek, deployed an AI agent with human-approval gates over its 80,000-SKU catalogue, cutting quotation search time from about 25 minute…
A developer-authored design walkthrough proposes giving AI agents a small, reviewable semantic layer — a data dictionary plus approved SQL views defining business terms like "purchasing customers" — b…
A developer outlined an "envelope" design for unattended LLM pipelines in which the model may only choose among human-approved plans, with failure feedback carried forward as typed template messages r…
A developer published a walkthrough for building a multi-agent invoice-triage system using LangChain's Deep Agents framework and the Model Context Protocol (MCP). The architecture pairs an orchestrato…
A developer argues that coding agents' plan-mode output should be committed to the repository as PLAN.md rather than left in vendor session directories. The piece notes that Claude Code stores plans i…
Engineer Muhammad Umar published an open, CC BY 4.0 reference architecture for predictive maintenance across a Saudi Arabian open-pit mine's haul fleet of roughly 35 100-tonne trucks and a 600-tonne e…
A developer outlined a Node.js pattern for storing AI-generated images in an S3-compatible object store with metadata attached as x-amz-meta- headers, using unique keys of the form images/{generationI…
Control Plane plans to add WebMCP support to its console in December 2026, exposing all console functionality to in-browser AI agents as structured tools. WebMCP, a draft specification developed in th…
A developer released antiRea, an open-source toolkit designed to make AI-driven web scraping and reverse engineering harder by protecting content at the source. In early benchmarks, the toolkit protec…
A security advisory published 2026-10-28 (GHSA-w766-5x43-whvw, CVSS 5.3, reported by ShieldPi) disclosed that the reference Git MCP server's --repository confinement could be bypassed by a nested dire…
A developer building Pianory, a browser-based piano practice app, described how the app keeps a single quarter-note unit for musical positions and converts to seconds only when scheduling audio, so ei…
A developer published a practical guide distinguishing embedded image metadata — EXIF, XMP, IPTC and signed C2PA manifests — from pixel-level watermarks like Google's SynthID, noting that stripping me…
A developer tracked a marketing-data MCP server across six directories with near-daily curl and registry API checks over three weeks (17 of 21 days, Oct 15–Nov 4, 2026), finding five stable listings, …
A developer benchmarked Google's Gemini 4 Argon against Claude Opus 5.5 inside the OpenCode coding agent across six real coding tasks, grading each run with hidden tests. Both models passed every hidd…
UsePhysics has listed a free, keyless remote MCP server, com.usephysics/physics-calculators, in the official MCP Registry, exposing 31 physics calculators across seven categories and 34 CODATA 2022 co…
A developer argues that AI research agents fail mainly because of poor search hygiene rather than insufficient model intelligence, and recommends an evidence-pipeline workflow: search, inspect, compar…
A developer running LLM workflows in n8n in production documented a race condition in which two workflows wrote to the same customer record on the same night, both reported success, and one update was…
A developer built Get Things Done, an open-source, local-first work memory for coding agents like Claude Code, Codex and GitHub Copilot that stores reviewed context as plain Markdown files with YAML f…
Research firm SemiAnalysis published GDPx, a benchmark of 206 real paid client tasks across 11 professional domains contributed by 14 partner organisations, and found that the best of 20 frontier mode…
A developer published a print-production checklist for building bilingual restaurant menus and packaging labels with AI image models, recommending that all dish names, prices, allergen lines and brand…