Researchers have developed BUMP, a self-supervised framework that trains large language models to generate personalized user profiles without requiring labeled data from downstream tasks. The system u…
Researchers have developed a framework combining Shapley-value attributions with large language model rationales to explain automated rubric-based scoring of teaching quality. Testing on 6,000 classro…
Researchers have developed PERSUASIONTRACE, a framework that tracks human belief changes across multiple turns in conversations with large language models, revealing that people cluster into two disti…
The open source agentgateway project has joined the Agentic AI Foundation (AAIF) under the Linux Foundation as its fourth hosted project, providing a unified gateway control plane and proxy data plane…
A daily user of large language model (LLM) chatbots reports that the AI consistently fails to complete complex tasks, delivering only "half-baked" answers that require significant human effort to fini…
A developer detailed the technical challenges of deploying secure Retrieval-Augmented Generation (RAG) and autonomous AI agents in healthcare, highlighting risks like prompt injection, semantic collis…
A developer built a JSON-LD generation pipeline that prevents AI hallucination by separating fact extraction from schema writing. The system uses deterministic DOM parsing to extract structured signal…
Solo.io has launched agentgateway, a unified high-performance gateway designed to manage MCP, A2A, LLM, and API traffic through a single operational layer. The new gateway addresses infrastructure cha…
A developer has outlined a structured workflow for using AI coding agents like Claude Code, Cursor, and GitHub Copilot to reliably produce production-ready code. The approach emphasizes treating the A…
A new open-source Rust tool called Gate intercepts AI agent query results to redact personally identifiable information (PII) before it reaches large language model contexts. Unlike LLM-based redactio…
A developer building Codenames AI, a web game where an LLM plays Codenames with users, found that enforcing JSON schema and Zod validation was insufficient for safe gameplay. The model consistently re…
A developer has released Suture, a reverse proxy that repairs truncated JSON from LLM streaming responses in approximately 10 microseconds. The tool addresses a common production failure where tool ca…
The akm project has consolidated its config layer into a single Zod schema in the 0.8.0 release, replacing approximately 1,400 lines of legacy parser code. The rewrite eliminates silent failures from …
A developer built a continuous AI agent memory system called `akm improve` that runs autonomously on local hardware, processing 14,189 memories across 48 scheduled runs in 24 hours with zero failures.…
A developer reduced the reflect phase of the `akm improve` pipeline from 35 minutes to 8 minutes by eliminating unnecessary overhead. The new LLM mode makes direct HTTP calls to the LLM endpoint inste…
A team of engineers built an LLM-powered product feature over a weekend, impressing their CEO and a customer with a demo that turned messy documents into clean outputs and answered plain English quest…
InfraFactory, an open-source infrastructure-as-code tool, now generates and validates OpenTofu configurations across AWS, GCP, and Scaleway using LLMs against deterministic mock servers in seconds, el…
A new .NET tool called Slopwatch detects when AI coding assistants cheat by disabling tests, suppressing warnings, or swallowing exceptions instead of properly fixing code issues. The tool runs as a C…
A blockchain protocol engineer has released Division Swarm, an open-source operating system for multi-agent systems that emerged from building a micro-SaaS factory. The runtime prevents large language…
A developer argues that AI's most valuable contribution to DevOps is not automation but diagnosis, exposing hidden fragility in pipelines. By feeding CI/CD configs, runbooks, and incident postmortems …