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The article, based on insights from AI practitioner Skylar Payne, identifies common anti-patterns in Retrieval-Augmented Generation (RAG) systems that degrade performance. Key mistakes include silent failures during data…
Git worktrees allow developers to create multiple working directories from a single Git repository, enabling different branches to be checked out simultaneously without context switching. This solves the problem of havin…
Metagente, a declarative language for building AI agents from developer Cleuton Sampaio, has shipped its interpreter as a single Rust binary that natively speaks MCP (Model Context Protocol) and A2A (Agent to Agent), wit…
JetBrains announced JetBrains Air, a system of products for agentic software development, and released an Early Access Program build of Air in its IDEs, following the September 2026 release of Java 27, which IntelliJ IDE…
A developer built an official WordPress connector for Cognee (PR #221) during a hackathon, letting the AI memory engine ingest blog content as an interconnected knowledge graph rather than isolated vector snippets. The c…
LeanZero released two new skills in its open-source agent skills pack that teach coding agents to use Atlassian's Jira Automation Rules API, which is now generally available at api.atlassian.com/automation/public. One sk…
Leanzero SRL released CogniRunner Coder, a Jira coding agent that reads GitHub or Bitbucket repositories from inside an issue, stages edits in the conversation, and commits them to a branch or pull request only after a c…
PLEXData published a build log describing a kill-switch approach to AI data access that denies by default, checks at the boundary before content moves, and logs every denial with who, what and when. The post argues that …
A security review of Sentinel Vault, a Confluence AI review app running on Atlassian's Forge LLMs API, found the app qualifies for the "Runs on Atlassian" badge with no external data egress and no API key, but identified…
NVIDIA published a fine-tuning workflow for its Nemotron 3.5 ASR streaming 0.6B model that adapts the 40-language-locale speech recognizer to Saudi Najdi and Hijazi dialects using the NeMo framework, the SADA 2022 and FL…
A developer documented a workflow for adding Flux MCP to Claude Code, enabling image generation and editing directly from the terminal via two tools, flux_generate_image and flux_edit_image, exposed over an HTTP transpor…
The UK AI Security Institute and Meridian Labs released Inspect, an open-source framework for large language model evaluations that ships with over 200 pre-built evaluations and supports more than 20 model providers. Ins…
NVIDIA published its Open Agent Safety Platform on 28 September 2026, a two-part system pairing the Apache 2.0 OpenShell runtime — built by the Gretel team NVIDIA acquired in 2025 — with NVIDIA Sentry, a watchdog that ru…
A developer built an expense-approval AI agent using Microsoft Agent Framework with Auth0 handling identity and authorization, wiring Auth0 Universal Login into a Blazor Web App so every agent action is tied to an authen…
A developer seeking to fine-tune a large language model to roleplay a game character's personality received guidance recommending QLoRA training on a base model such as Mistral or Llama via the Hugging Face Trainer, usin…
OpenVid maintainer Hanish Keloth released an open-source, AGPL-3.0-only tool that lets users build narrated video presentations locally from editable scenes, rendering MP4s on their own machines. The workflow requires Py…
A developer released Laya, an Apache-2.0 non-autoregressive decision engine that replaces LLM-as-a-judge prompting with a single forward pass through an encoder, answering typed questions (choice, score, noul) with zero …
A developer published a Python script that converts HTML pages into clean, sectioned Markdown chunks using only the standard library, aimed at search indexes and RAG pipelines that need stable section names. The script b…
A developer built a browser-based skin lesion screening app that runs entirely on-device using WebGPU acceleration, Transformers.js, and WebLLM, so no images are uploaded to a server. The app loads a quantized Vision Tra…
A developer built a "find similar players" feature for a baseball side project using pgvector without any embedding model, constructing feature vectors directly from pitch-by-pitch data via SQL aggregates. The writeup ar…