Monday.com detailed how it runs evaluations for AI agents against real dependencies in a webinar recap. The engineering-focused session covered the company's approach to testing LLM-based agents in pr…
Monday.com AI Engineering Director Dor Cohen detailed how his team runs agent evaluations against a live staging Kubernetes cluster instead of mocks, using the mirrord tool to connect local or CI eval…
A developer audited 15 top-ranking guides on LLM SEO, AI visibility, and ranking in ChatGPT, finding that none of the five schema-markup guides cited a source for claims that structured data drives AI…
A developer argues that finance agents need a repeatable evaluation harness rather than just better system prompts to ensure reliable accounting automation. The proposed harness scores agent outputs a…
A developer has highlighted LLMFit, an open-source tool that inspects a machine's CPU, RAM, and GPU and recommends local large language models suited to that hardware. The project, hosted on GitHub un…
Developer Gunnar Grosch released Bivack, a cloud development sandbox that gives each user a dedicated AWS Lambda MicroVM running coding agents with a persistent home directory backed by Amazon S3 File…
A developer has built the Neuron AI Classifier, a new PHP framework component that routes agent decisions to TypeSafe AI's Jev, a non-generative "System One" model released September 15 that returns p…
Spain's data protection agency (AEPD) reported the country's first data breach carried out end-to-end by an AI agent, which performed reconnaissance, logged in, probed an application and modified data…
An anonymous developer built Fukurama, an AI frontend designed for iterative, branching work rather than linear chat. The tool lets users branch off from a conversation, work through problems in isola…
A developer has ported the MIT-licensed Archify diagram engine, an open-source project (tt-a1i/archify) that has collected over 65,000 GitHub stars since April 2026, to run directly in the browser at …
A developer at Tiger Tribe Heineken detailed a method for instrumenting .NET AI applications with OpenTelemetry and exporting traces to Langfuse, which currently lacks an official SDK for ingesting Op…
A developer built a production-style multi-agent orchestration system using Python/FastAPI, LangGraph, PostgreSQL, Redis, ChromaDB, Celery, OpenTelemetry, and React, then documented three bugs encount…
A developer integrated Octic, an on-device AI recorder, with the open-source Octo collaboration platform to automatically turn spoken meeting action items into assigned tasks. The five-stage pipeline …
A developer who accumulated roughly 1,100 pages of technical notes over five years turned them into seven books after an AI review of the notes identified a coherent technical skeleton spanning applic…
A developer has released Exoroute, an AI router written in Rust, as a lightweight alternative to Omniroute, which the developer said consumed over 2.8 GB of RAM for just 11 connections. In testing wit…
A developer deployed a production multi-agent system in which 14 specialized AI agents ran an entire influencer marketing campaign pipeline, from discovery through ad settlement, with no manual execut…
A developer has built a suite of open-source tools arguing that verification, not generation, is the hard problem in trustworthy AI infrastructure. The projects include vaultrag, a permission-aware re…
A developer shared a week of self-directed study covering machine learning fundamentals, backend basics, and web security. The learning notes covered supervised, unsupervised, and reinforcement learni…
Profullstack published a machine-readable stack reference at profullstack.com/stack, with Markdown and JSON copies, so AI coding agents can read the company's conventions before writing code. The page…
A developer built Impeccable Worlds, an unofficial browsable catalog of design directions for the Impeccable AI design tool, letting users search, preview, and copy a direction prompt into coding agen…